{ "meta": { "finished_at": "2026-10-15T08:26:03+0900", "trials": 5, "plan": { "order": [ "mcp-1", "angelo-1", "mcp-2", "angelo-2", "mcp-3", "angelo-3", "mcp-4", "angelo-4", "mcp-5", "angelo-5" ], "runtime": "claude", "model": "claude-opus-5-5", "effort": "low", "fast": false, "task_set": "oneshot-mini-footbridge", "gate_version": null, "input_isolation": "on", "after_failure": "skip", "refusal_fallback": "disabled", "rate_limits": "a provider rate or usage limit makes its trial invalid (never a task failure) and stops the run; invalid trials are left out of every pass rate and counted", "angelo": { "observation": "turn-context", "trusted_scripts": true, "approval": "default", "always_allow_scripts": false, "context_rebase_tokens": 0, "cache_ttl": "product default", "stable_workspace": true, "returning_user": false, "opening_wait_s": 0 }, "mcp_tasks": [ "brief" ], "angelo_tasks": [ "brief" ], "scenario": { "scenario": "oneshot_mini_footbridge", "title": "Stone footbridge at the origin", "turns": [ "brief" ], "checks": 5, "oneshot": { "messages_per_side": 1, "limits": { "wall_s": 300, "job_wait_s": 0, "cost_usd": 3 }, "final_still": null, "ground_truth": "stand-in" }, "references_per_turn": {}, "reference_digest": "5c74c15702e78109", "references": "", "scored_views": [ "front", "side", "top", "hero" ], "frame": 1 }, "python_approvals": "approve", "demo_record": false, "stage_copies": false, "render_device": "factory preference", "oneshot": { "messages_per_side": 1, "follow_ups": "none: the harness never types again", "limits": { "wall_s": 300, "job_wait_s": 0, "cost_usd": 3 }, "other_side_client": [ "every tool of the Blender MCP server (model-written Python included, unrestricted)", "Claude Code's Read tool on image files anywhere, and its read-only file tools in its working folder and in the trial folder (stock Blender's working and temporary folder): it can open the images it rendered", "the reference images also as files in its working folder", "anything else that would prompt (shell, edits, web) is denied and counted: nobody answers prompts" ], "grading": "closed checks and pixel statistics only; no model-judged score is counted" }, "billed_prompts": { "mcp": 5, "angelo": 5 }, "billing": "Each prompt is one billed message on the selected Claude account; a message can contain several model calls. Failed tasks are recorded, never retried." }, "method": [ "Same Claude account on both sides: the Angelo connection's native Claude Code profile (CLAUDE_CONFIG_DIR).", "Same pinned model, --effort low and Fast off on both sides; the model each side actually used is read back from Claude Code's own output (MCP: init/result; Angelo: its session transcript).", "Same five prompts from eval_live_tasks.build_tasks(), one continuing chat per trial, factory default-cube scene.", "MCP side: stock Blender with a private copy of Blender Lab's MCP add-on (default 0.25 s active / 1 s idle socket polling), Blender Lab's installed MCP server, headless Claude Code with its default system prompt and built-in tools; --allowedTools mcp__blender (all of that server's tools), --permission-prompts none (any other prompt is denied and reported), --strict-mcp-config, --no-session-persistence.", "Angelo side: the unchanged live-eval harness (approvals on Ask; its test-only rule approves typed bounded scene tools and declines reviewed Python, file writes and the rest).", "Wall time = prompt sent -> final result (MCP: Claude Code's result line; Angelo: the request receipt's total_ms). The first prompt of each trial includes the runtime launch on both sides: by default Angelo readies nothing before it (ANGELO_EVAL_OPENING_WAIT 0; each trial's report records its opening).", "Before every MCP prompt the driver waits 6 s after its own last add-on request, so the add-on is on its default idle polling, as after a human pause; Angelo sends its next prompt immediately (it does not poll).", "Correctness: after each turn the driver (not the model) grades the scene with the Angelo harness's own predicates (verify() + eval_live_tasks checks + the session's scene_digest/bind_checks/smooth_shaded); MCP grading runs over the add-on socket. Failed checks count as failures; their time is still reported.", "Both sides start from a minimal environment (PATH, HOME, USER, locale; DISABLE_AUTOUPDATER=1) so no inherited ANTHROPIC_*/CLAUDE_CODE_* routing or session variable reaches either runtime.", "Trials alternate MCP, Angelo, MCP, Angelo...; each trial is a fresh process pair, scene and session; nothing is retried.", "Scenario set: one continuing chat of scripted turns with the same prompts and byte-identical reference images on both sides (Angelo: chat attachments; Claude Code: base64 image blocks; Codex: local images); each turn is graded by closed host checks (scenario_checks) and the scene is digested after it.", "Scenario approvals: Angelo's tester also approves reviewed Python (--python-approvals approve; review, then approve, as a person clicks twice) and counts each approval; the MCP side has no approval gate.", "At the end both sides save a copy (no thumbnail), report scene hygiene and run the Undo probe; the saved scene is captured and scored against the ground truth in stock Blender (scenario-scorecard.json, SCENARIO-REPORT.md, scenario-report.html)." ], "threats": [ "Safety asymmetry: the MCP side executes model-written raw Python in the live scene with no staging, verification gate, approval or single-step Undo; Angelo stages typed operations, verifies and commits one Undo step. Equal latency would not mean equal risk, and Angelo's checks cost time the MCP side does not spend.", "Prompt wording: the prompts were written for Angelo's harness (explicit names, exact numbers). Other phrasings, vaguer requests or larger scenes may favour either side; five short tasks are not a general workload.", "Small sample: n = 5 trials per side and task; medians and p75 are reported with min/max, but differences of a few seconds are within run-to-run spread. No significance test is claimed.", "Network and service variance: both sides call the same hosted model over the internet; queueing, retries and time-of-day load move wall times. Alternation spreads drift across sides but does not remove it.", "Shared machine: other agents' builds/tests ran concurrently; load averages are recorded per trial.", "Context asymmetry by design: Angelo attaches a bounded scene observation to each prompt; the MCP side must call tools to see the scene. Angelo's Claude Code runs with a restricted tool set and structured output, the MCP side with Claude Code's full default tool set and system prompt. This is each product as shipped.", "Stock Blender 5.2.0 (MCP) vs the Angelo 5.2.2 build: different binaries; Blender-side execution is milliseconds on both, so this does not drive end-to-end time, but window focus behaviour differs (stock Blender may come to the front).", "The 6 s settle and the add-on's 1 s idle polling are the MCP add-on's defaults; a user who lowers the idle interval would see somewhat faster MCP tool round trips.", "Cost figures are Claude Code's own estimates, not a bill; this is a subscription account.", "Prompt cache: the MCP side reuses one empty working directory, so after its first trial its system prompt is served from the prompt cache. Each Angelo trial has a new workspace path (Claude's working directory) unless the run used --angelo-stable-workspace (see plan.angelo); see the first-message cache writes under Observations. Without it this mainly lowers the MCP cost estimate.", "Round-count variance: Angelo's number of model rounds depends on the model's own verify choice per plan, and Claude Code defers MCP tools behind ToolSearch on first use; both are counted as they happened, and n = 5 may under-sample how often each occurs.", "Wall-clock boundaries differ slightly: the MCP clock ends when the driver reads Claude Code's result line; Angelo's receipt total_ms ends inside the controller (the harness's send-to-idle time is also recorded)." ], "versions": { "runtime": "claude", "claude_code": "2.1.293 (Claude Code)", "codex": null, "codex_account": null, "models_reported": { "mcp": [ "claude-opus-5-5" ], "angelo": [ "claude-opus-5-5" ] }, "requested_model": "claude-opus-5-5", "effort": "low", "fast_mode": false, "mcp_init_model": [ "claude-opus-5-5" ], "mcp_server": { "extension_manifest_version": null, "path": "" }, "mcp_addon": "1.0.0", "stock_blender": { "blender_version": "5.2.0 LTS", "build_hash": 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"--permission-prompts", "none", "--no-session-persistence", "--add-dir", "/h2h-opus-oneshot-mini-footbridge/mcp-trial-05" ], "oneshot": { "messages": 1, "refused_sends": 0, "stop": null, "sent_wall": 1792020328.596821, "cost_cap_usd": 3, "watch": { "usage": { "input_tokens": 111030, "cached_input_tokens": 102094, "cache_write_input_tokens": 8930, "output_tokens": 64, "requests": 3 }, "cost_usd": 0.0664 }, "allowances": [ "every tool of the Blender MCP server (model-written Python included, unrestricted)", "Claude Code's Read tool on image files anywhere, and its read-only file tools in its working folder and in the trial folder (stock Blender's working and temporary folder): it can open the images it rendered", "the reference images also as files in its working folder", "anything else that would prompt (shell, edits, web) is denied and counted: nobody answers prompts" ] }, "scenario": { "digests": [ "cf5a1d3ec5fa84a6c89b54e67d8dc74e36e577e00d2ad485a71a5de4624ee578", "7ff4019fd496bb38f06c1fed5f6f864a2f6dfdd23e817d62ae7e4a0f85de3631" ], "baseline_orphans": { "materials": [ "Dots Stroke" ] }, "hygiene": { "objects": 11, "unexpected_objects": [ "Camera", "Cube", "Deck", "Footbridge", "Light", "Post_1", "Post_2", "Post_3", "Post_4", "Rail_1", "Rail_2" ], "default_named": [ "Camera", "Cube", "Light" ], "leftover_defaults": [ "Cube", "Camera", "Light" ], "new_orphans": {}, "new_orphan_count": 0, "duplicate_materials": [], "empty_material_slots": [], "meshes_without_material": [], "negative_scale": [], "mode": "OBJECT", "collections": 2, "objects_in_scene_root": 0, "issues": 14 }, "final_digest": "7ff4019fd496bb38f06c1fed5f6f864a2f6dfdd23e817d62ae7e4a0f85de3631", "saved": "/h2h-opus-oneshot-mini-footbridge/mcp-trial-05/final.blend", "undo": { "undo_steps": 0, "stopped": "nothing left to undo", "landed": [], "reaches_start": false, "first_undo_returns_previous_turn": false, "first_undo_lands_on": null, "turn_boundaries_reachable": 0, "turns": 1, "steps_per_turn": {} } }, "load_average_end": [ 2.10205078125, 2.671875, 2.9765625 ] }, { "side": "angelo", "trial": 5, "harness_command": [ "/Applications/Blender.app/Contents/Resources/5.2/python/bin/python3.13", "", "--authorize-billed-runs", "--connection-id", "", "--source-connections-dir", "", "--blender", "", "--effort", "low", "--model", "claude-opus-5-5", "--trials", "1", "--task-timeout", "300", "--output", "/h2h-opus-oneshot-mini-footbridge/angelo-trial-05", "--task-set", "oneshot-mini-footbridge", "--long-tasks", "40", "--observation", "turn-context", "--context-rebase-tokens", "0", "--input-isolation", "on", "--after-failure", "skip", "--python-approvals", "approve", "--trusted-scripts", "--stable-state-dir", "/h2h-opus-oneshot-mini-footbridge/angelo-state" ], "load_average_start": [ 2.10205078125, 2.671875, 2.9765625 ], "started_at": "2026-10-15T08:25:47+0900", "exit_code": 0, "elapsed_s": 15.857, "load_average_end": [ 2.146484375, 2.654296875, 2.96484375 ], "version": "5.2.2 LTS", "binary": "", "aborted": null, "success": true, "invalid": null, "scenario": { "python_approvals": "approve", "oneshot": { "limits": { "wall_s": 300, "job_wait_s": 0, "cost_usd": 3 }, "cost_cap_usd": 3 }, "digests": [ "cf5a1d3ec5fa84a6c89b54e67d8dc74e36e577e00d2ad485a71a5de4624ee578", "420f950462747c1679d4c643f97eefb86e928f48ebbc119b4ca271d1bf04e700" ], "baseline_orphans": { "materials": [ "Dots Stroke" ] }, "hygiene": { "objects": 10, "unexpected_objects": [ "Bridge_Deck", "Bridge_Post_1", "Bridge_Post_2", "Bridge_Post_3", "Bridge_Post_4", "Bridge_Rail_1", "Bridge_Rail_2", "Camera", "Cube", "Light" ], "default_named": [ "Camera", "Cube", "Light" ], "leftover_defaults": [ "Cube", "Camera", "Light" ], "new_orphans": {}, "new_orphan_count": 0, "duplicate_materials": [], "empty_material_slots": [], "meshes_without_material": [], "negative_scale": [], "mode": "OBJECT", "collections": 1, "objects_in_scene_root": 7, "issues": 13 }, "final_digest": "420f950462747c1679d4c643f97eefb86e928f48ebbc119b4ca271d1bf04e700", "saved": "/h2h-opus-oneshot-mini-footbridge/angelo-trial-05/trial-01/qa/final.blend", "undo": { "undo_steps": 1, "stopped": "reached the start", "landed": [ 0 ], "reaches_start": true, "first_undo_returns_previous_turn": true, "first_undo_lands_on": 0, "turn_boundaries_reachable": 1, "turns": 1, "steps_per_turn": { "1-1": 1 } } } } ], "stopped_sides": [], "rate_limited": null, "load_averages": [ { "side": "mcp", "trial": 1, "start": [ 1.31884765625, 2.1962890625, 2.89990234375 ], "end": [ 3.15478515625, 2.52880859375, 2.98974609375 ] }, { "side": "angelo", "trial": 1, "start": [ 3.15478515625, 2.52880859375, 2.98974609375 ], "end": [ 2.95361328125, 2.51806640625, 2.97802734375 ] }, { "side": "mcp", "trial": 2, "start": [ 3.27734375, 2.59228515625, 3.00146484375 ], "end": [ 3.3173828125, 2.6875, 3.02197265625 ] }, { "side": "angelo", "trial": 2, "start": [ 3.3173828125, 2.6875, 3.02197265625 ], "end": [ 4.2451171875, 2.97314453125, 3.1181640625 ] }, { "side": "mcp", "trial": 3, "start": [ 4.06494140625, 2.95654296875, 3.111328125 ], "end": [ 3.35009765625, 2.89404296875, 3.08203125 ] }, { "side": "angelo", "trial": 3, "start": [ 3.35009765625, 2.89404296875, 3.08203125 ], "end": [ 3.02197265625, 2.85107421875, 3.0625 ] }, { "side": "mcp", "trial": 4, "start": [ 3.66064453125, 2.986328125, 3.10888671875 ], "end": [ 2.98876953125, 2.8896484375, 3.06884765625 ] }, { "side": "angelo", "trial": 4, "start": [ 2.98876953125, 2.8896484375, 3.06884765625 ], "end": [ 2.615234375, 2.8125, 3.0380859375 ] }, { "side": "mcp", "trial": 5, "start": [ 2.67431640625, 2.818359375, 3.037109375 ], "end": [ 2.10205078125, 2.671875, 2.9765625 ] }, { "side": "angelo", "trial": 5, "start": [ 2.10205078125, 2.671875, 2.9765625 ], "end": [ 2.146484375, 2.654296875, 2.96484375 ] } ] }, "summary": { "tasks": { "brief": { "mcp": { "runs": 5, "skipped": 0, "passed": 5, "completed": 5, "pass_rate": 1, "graded": { "passed": 5, "failed": 0, "ungraded": 0, "skipped": 0, "total": 5 }, "answer_unchecked": false, "wall_ms": { "n": 5, "median": 18915.286, "p75": 21933.318, "min": 16628.12, "max": 24123.031 }, "wall_ms_passed_only": { "n": 5, "median": 18915.286, "p75": 21933.318, "min": 16628.12, "max": 24123.031 }, "first_text_ms": { "n": 5, "median": 18373.4, "p75": 18897.4, "min": 16014.7, "max": 24102.2 }, "first_feedback_ms": { "n": 5, "median": 1713.2, "p75": 3813.8, "min": 1538.2, "max": 4005.5 }, "input_tokens_per_call": { "n": 5, "median": 37359.6, "p75": 37420.4, "min": 37323.75, "max": 37639.8 }, "api_calls": { "n": 5, "median": 5, "p75": 5, "min": 4, "max": 5 }, "tool_calls": { "n": 5, "median": 4, "p75": 4, "min": 3, "max": 4 }, "input_tokens": { "n": 5, "median": 186798, "p75": 187102, "min": 149295, "max": 188199 }, "cached_input_tokens": { "n": 5, "median": 177015, "p75": 177104, "min": 123353, "max": 177865 }, "cache_write_input_tokens": { "n": 5, "median": 9988, "p75": 10324, "min": 9773, "max": 25934 }, "output_tokens": { "n": 5, "median": 1519, "p75": 1532, "min": 1153, "max": 1572 }, "api_ms": { "n": 5, "median": 16804, "p75": 20984, "min": 14983, "max": 22145 }, "cost_usd": { "n": 5, "median": 0.146, "p75": 0.15, "min": 0.134, "max": 0.255 } }, "angelo": { "runs": 5, "skipped": 0, "passed": 5, "completed": 5, "pass_rate": 1, "graded": { "passed": 5, "failed": 0, "ungraded": 0, "skipped": 0, "total": 5 }, "answer_unchecked": false, "wall_ms": { "n": 5, "median": 11022.893, "p75": 12213.077, "min": 10198.767, "max": 13811.634 }, "wall_ms_passed_only": { "n": 5, "median": 11022.893, "p75": 12213.077, "min": 10198.767, "max": 13811.634 }, "first_text_ms": { "n": 4, "median": 10351.909, "p75": 11040.639, "min": 9812.387, "max": 12584.828 }, "first_feedback_ms": { "n": 4, "median": 10351.909, "p75": 11040.639, "min": 9812.387, "max": 12584.828 }, "input_tokens_per_call": { "n": 5, "median": 36198, "p75": 36198, "min": 36196, "max": 36201 }, "api_calls": { "n": 5, "median": 1, "p75": 1, "min": 1, "max": 1 }, "tool_calls": { "n": 5, "median": 1, "p75": 1, "min": 1, "max": 1 }, "input_tokens": { "n": 5, "median": 36198, "p75": 36198, "min": 36196, "max": 36201 }, "cached_input_tokens": { "n": 5, "median": 34543, "p75": 34543, "min": 34543, "max": 34543 }, "cache_write_input_tokens": { "n": 5, "median": 1653, "p75": 1653, "min": 1651, "max": 1656 }, "output_tokens": { "n": 5, "median": 1091, "p75": 1138, "min": 1066, "max": 1192 }, "api_ms": { "n": 5, "median": 9778, "p75": 10932, "min": 9157, "max": 12461 }, "cost_usd": { "n": 5, "median": 0.042, "p75": 0.043, "min": 0.041, "max": 0.044 } } } }, "totals": { "mcp": { "trials": 5, "trials_with_all_five_timed": 5, "trials_all_five_passed": 5, "wall_ms": { "n": 5, "median": 18915.286, "p75": 21933.318, "min": 16628.12, "max": 24123.031 }, "api_calls": { "n": 5, "median": 5, "p75": 5, "min": 4, "max": 5 }, "cost_usd": { "n": 5, "median": 0.146, "p75": 0.15, "min": 0.134, "max": 0.255 }, "head_to_head_pass_rate": 1, "graded": { "passed": 5, "failed": 0, "ungraded": 0, "skipped": 0, "total": 5, "not_run": 0 }, "answers": { "read": 0, "parsed_leniently": 0 }, "answer_unchecked_tasks": [] }, "angelo": { "trials": 5, "trials_with_all_five_timed": 5, "trials_all_five_passed": 5, "wall_ms": { "n": 5, "median": 11022.893, "p75": 12213.077, "min": 10198.767, "max": 13811.634 }, "api_calls": { "n": 5, "median": 1, "p75": 1, "min": 1, "max": 1 }, "cost_usd": { "n": 5, "median": 0.042, "p75": 0.043, "min": 0.041, "max": 0.044 }, "head_to_head_pass_rate": 1, "graded": { "passed": 5, "failed": 0, "ungraded": 0, "skipped": 0, "total": 5, "not_run": 0 }, "answers": { "read": 0, "parsed_leniently": 0 }, "answer_unchecked_tasks": [] } }, "invalid_rate_limited": {} }, "observations": [ "Model API time as a share of head-to-head wall time: MCP 91%, Angelo 89%.", "Model API calls per trial (1 tasks): MCP [4, 5, 5, 5, 4]; Angelo [1, 1, 1, 1, 1].", "Wall s per trial (1 tasks): MCP [24.1, 18.4, 18.9, 21.9, 16.6]; Angelo [10.2, 13.8, 12.2, 10.6, 11.0].", "MCP add-on socket round trips per trial, s (includes its 0.25/1 s polling): [1.09, 1.54, 1.33, 0.24, 1.0].", "Angelo opening before the first prompt, per trial: ['none', 'none', 'none', 'none', 'none'].", "MCP cold start (process spawn to Claude Code init), ms: [890, 598, 798, 709, 639].", "MCP first-message prompt-cache writes per trial (tokens): [25934, 9773, 9988, 10324, 9842].", "MCP permission denials 0, API retries 0, add-on script errors 3; Angelo declined tools 0, Python fallbacks 0." ], "tool_usage": { "mcp": { "brief": { "ToolSearch": 5, "mcp__blender__get_objects_summary": 3, "mcp__blender__execute_blender_code": 10 } }, "angelo": { "brief": { "angelo_scene_program": 5 } } }, "session_curve": {}, "records": [ { "side": "mcp", "trial": 1, "task": "brief", "kind": "edit", "source": "scenario oneshot_mini_footbridge turn 1: Stone footbridge at the origin", "sent_at_s": 0, "runtime_start": "cold", "wall_ms": 24123.031, "init": { "model": "claude-opus-5-5", "claude_code_version": "2.1.293", "permissionMode": "default", "mcp_servers": [ { "name": "blender", "status": "connected", "source": "dynamic" } ], "received_ms": 889.5 }, "first_text_ms": 24102.2, "first_tool_call_ms": 3813.8, "api_calls": 4, "tool_calls": [ { "name": "ToolSearch", "issued_ms": 4585.7, "input_chars": 106, "returned_ms": 4589.5, "round_trip_ms": 3.8, "is_error": false }, { "name": "mcp__blender__get_objects_summary", "issued_ms": 7193.7, "input_chars": 2, "returned_ms": 7989.9, "round_trip_ms": 796.2, "is_error": false }, { "name": "mcp__blender__execute_blender_code", "issued_ms": 19704.9, "input_chars": 999, "returned_ms": 19998.4, "round_trip_ms": 293.5, "is_error": false } ], "tool_call_count": 3, "tool_names": [ "ToolSearch", "mcp__blender__get_objects_summary", "mcp__blender__execute_blender_code" ], "tool_errors": 0, "api_retries": [], "tool_round_trip_ms_total": 1093.5, "result": { "subtype": "success", "is_error": false, "num_turns": 4, "duration_ms": 23253, "duration_api_ms": 22145, "total_cost_usd": 0.2552346, "stop_reason": "end_turn", "models": [ "claude-opus-5-5" ], "usage": { "input_tokens": 8, "cache_creation_input_tokens": 25934, "cache_read_input_tokens": 123353, "output_tokens": 1153, "output_tokens_details": { "thinking_tokens": 122 }, "server_tool_use": { "web_search_requests": 0, "web_fetch_requests": 0 }, "service_tier": "standard", "cache_creation": { "ephemeral_1h_input_tokens": 25934, "ephemeral_5m_input_tokens": 0 }, "inference_geo": "global", "iterations": [ { "input_tokens": 2, "output_tokens": 297, "cache_read_input_tokens": 37428, "cache_creation_input_tokens": 835, "cache_creation": { "ephemeral_5m_input_tokens": 0, "ephemeral_1h_input_tokens": 835 }, "type": "message" } ], "speed": "standard", "fallback_credit": null }, "permission_denials": [], "reply": "I've added the stone footbridge at the origin, in a new collection called **Footbridge**. All seven parts share one new grey stone material, `Stone_Grey` (rough, matte, light grey). I didn't render the scene or look at it in the viewport.\n\n- **Deck (`Bridge_Deck`):** 4 m × 1.2 m × 0.2 m, sitting on the ground with its top at 0.2 m.\n- **Posts (`Bridge_Post_1–4`):** 0.15 m square and 1 m tall, one at each corner of the deck.\n- **Rails (`Bridge_Rail_1–2`):** 4 m long, 0.18 m wide and 0.1 m thick, running along the tops of the posts at about 1.2–1.3 m.\n\nThe default Cube is still in the scene at the origin, so it pokes through the deck. I left it alone; say if you want it deleted." }, "provider_usage": { "input_tokens": 149295, "cached_input_tokens": 123353, "cache_write_input_tokens": 25934, "output_tokens": 1153, "reasoning_output_tokens": 122, "api_ms": 22145, "cost_usd": 0.2552346, "models": [ "claude-opus-5-5" ], "turn_ms": 23253 }, "host_check": { "success": true, "passed": 5, "total": 5, "results": [ { "index": 0, "kind": "plan", "label": "a footbridge about 4 x 1.2 m at the origin", "passed": true, "details": { "long": 4, "short": 1.23, "centre": [ 0, 0 ], "off_centre": 0, "problems": [] } }, { "index": 1, "kind": "slab", "label": "a deck 4 m long and 1.2 m wide, flat", "passed": true, "details": { "axis": "x", "cover": 1, "rise": 0, "top": [ 0.2, 0.2 ], "problems": [] } }, { "index": 2, "kind": "members", "label": "four square posts", "passed": true, "details": { "pieces": 7, "posts": 4, "sizes": [ [ 0.15, 0.15, 1 ], [ 0.15, 0.15, 1 ], [ 0.15, 0.15, 1 ], [ 0.15, 0.15, 1 ] ] } }, { "index": 3, "kind": "members", "label": "two rails", "passed": true, "details": { "pieces": 7, "rails": 2, "sizes": [ [ 4, 0.18, 0.1 ], [ 4, 0.18, 0.1 ] ] } }, { "index": 4, "kind": "surface", "label": "a grey stone material on all of it", "passed": true, "details": { "material": "Stone_Grey", "base_color": [ 0.42, 0.42, 0.4 ], "roughness": 0.8500000238418579, "metallic": 0, "emission": 0, "objects": 7 } } ] }, "host_check_passed": true, "state_digest": "aa5dd3615e633933821add0953a710ec0e3415634031888e49de9b0fad62278b", "context_mode": "OBJECT", "objects": [ "Bridge_Deck", "Bridge_Post_1", "Bridge_Post_2", "Bridge_Post_3", "Bridge_Post_4", "Bridge_Rail_1", "Bridge_Rail_2", "Camera", "Cube", "Light" ], "status": "completed", "grading_contract": 4, "uncached_input_tokens": 25942, "list_price_usd": 0.1774, "list_price_basis": "model_profiles list prices, 5m cache writes" }, { "side": "angelo", "trial": 1, "task": "brief", "kind": "edit", "status": "completed", "runtime_start": "cold", "wall_ms": 10198.767, "send_to_idle_ms": 10200.46, "first_text_ms": null, "first_verified_result_ms": 10191.341, "model_rounds": 1, "provider_turn_requests": 1, "native_tool_invocations": 1, "python_fallbacks": 0, "api_calls": 1, "tool_names": [ "angelo_scene_program" ], "plans": [ [ "angelo_scene_program" ] ], "models": [ "claude-opus-5-5" ], "tool_call_count": 1, "approved": [], "declined": [], "grade": "passed", "gate_version": null, "answer": null, "approval": "AUTO_BOUNDED", "always_allow_scripts": false, "grading_contract": 4, "provider_usage": { "input_tokens": 36201, "cached_input_tokens": 34543, "cache_write_input_tokens": 1656, "output_tokens": 1091, "reasoning_output_tokens": 281, "api_ms": 9157, "cost_usd": 0.041985, "turn_ms": 9184, "requests": 1, "turns": 1 }, "host_check_passed": true, "warm_ups": 0, "warm_up_usage": null, "opening": { "prepared": false, "runtime_live": false, "bases": [], "waited_s": 0.097, "wait_limit_s": 0 }, "environment": { "frame_before": 1, "input_isolated": true, "frame_after": 1, "playback": false, "external_input_suspected": false }, "harness_reset": null, "receipt_counts": null, "accept": null, "uncached_input_tokens": 1658, "list_price_usd": 0.042, "list_price_basis": "model_profiles list prices, 1h cache writes" }, { "side": "mcp", "trial": 2, "task": "brief", "kind": "edit", "source": "scenario oneshot_mini_footbridge turn 1: Stone footbridge at the origin", "sent_at_s": 0, "runtime_start": "cold", "wall_ms": 18391.974, "init": { "model": "claude-opus-5-5", "claude_code_version": "2.1.293", "permissionMode": "default", "mcp_servers": [ { "name": "blender", "status": "connected", "source": "dynamic" } ], "received_ms": 598.2 }, "first_text_ms": 18373.4, "first_tool_call_ms": 1713.2, "api_calls": 5, "tool_calls": [ { "name": "ToolSearch", "issued_ms": 2713.1, "input_chars": 72, "returned_ms": 2717.6, "round_trip_ms": 4.5, "is_error": false }, { "name": "mcp__blender__execute_blender_code", "issued_ms": 4195.4, "input_chars": 172, "returned_ms": 4992.2, "round_trip_ms": 796.8, "is_error": false }, { "name": "mcp__blender__execute_blender_code", "issued_ms": 12321.7, "input_chars": 949, "returned_ms": 13001.4, "round_trip_ms": 679.7, "is_error": true }, { "name": "mcp__blender__execute_blender_code", "issued_ms": 14703.5, "input_chars": 222, "returned_ms": 14771.2, "round_trip_ms": 67.7, "is_error": false } ], "tool_call_count": 4, "tool_names": [ "ToolSearch", "mcp__blender__execute_blender_code", "mcp__blender__execute_blender_code", "mcp__blender__execute_blender_code" ], "tool_errors": 1, "api_retries": [], "tool_round_trip_ms_total": 1548.7, "result": { "subtype": "success", "is_error": false, "num_turns": 5, "duration_ms": 17806, "duration_api_ms": 16211, "total_cost_usd": 0.144007, "stop_reason": "end_turn", "models": [ "claude-opus-5-5" ], "usage": { "input_tokens": 10, "cache_creation_input_tokens": 9773, "cache_read_input_tokens": 177015, "output_tokens": 1519, "output_tokens_details": { "thinking_tokens": 247 }, "server_tool_use": { "web_search_requests": 0, "web_fetch_requests": 0 }, "service_tier": "standard", "cache_creation": { "ephemeral_1h_input_tokens": 9773, "ephemeral_5m_input_tokens": 0 }, "inference_geo": "global", "iterations": [ { "input_tokens": 2, "output_tokens": 373, "cache_read_input_tokens": 37965, "cache_creation_input_tokens": 306, "cache_creation": { "ephemeral_5m_input_tokens": 0, "ephemeral_1h_input_tokens": 306 }, "type": "message" } ], "speed": "standard", "fallback_credit": null }, "permission_denials": [], "reply": "I added the footbridge at the origin, in its own collection called `Footbridge`. I checked that all seven objects and the material exist, but I didn't take a screenshot or render to look at it.\n\n- **Deck** (`Bridge_Deck`): 4 m long, 1.2 m wide and 0.2 m thick. It's centred on the origin, with its top at 0.5 m.\n- **Posts** (`Bridge_Post_1`–`4`): four 0.15 m square posts, 1.5 m tall, one at each corner of the deck.\n- **Rails** (`Bridge_Rail_1`–`2`): two rails, 4 m long, 0.12 m wide and 0.1 m thick, along the tops of the posts at a height of about 1.4 m.\n- **Material** (`Grey_Stone`): a grey with a rough finish, on every part.\n\nThe scene's default `Cube` is still at the origin and overlaps the bridge. I left it in place because I didn't want to delete anything without asking. Should I remove it?" }, "provider_usage": { "input_tokens": 186798, "cached_input_tokens": 177015, "cache_write_input_tokens": 9773, "output_tokens": 1519, "reasoning_output_tokens": 247, "api_ms": 16211, "cost_usd": 0.144007, "models": [ "claude-opus-5-5" ], "turn_ms": 17806 }, "host_check": { "success": true, "passed": 5, "total": 5, "results": [ { "index": 0, "kind": "plan", "label": "a footbridge about 4 x 1.2 m at the origin", "passed": true, "details": { "long": 4, "short": 1.2, "centre": [ 0, 0 ], "off_centre": 0, "problems": [] } }, { "index": 1, "kind": "slab", "label": "a deck 4 m long and 1.2 m wide, flat", "passed": true, "details": { "axis": "x", "cover": 1, "rise": 0, "top": [ 0.5, 0.5 ], "problems": [] } }, { "index": 2, "kind": "members", "label": "four square posts", "passed": true, "details": { "pieces": 7, "posts": 4, "sizes": [ [ 0.15, 0.15, 1.5 ], [ 0.15, 0.15, 1.5 ], [ 0.15, 0.15, 1.5 ], [ 0.15, 0.15, 1.5 ] ] } }, { "index": 3, "kind": "members", "label": "two rails", "passed": true, "details": { "pieces": 7, "rails": 2, "sizes": [ [ 4, 0.12, 0.1 ], [ 4, 0.12, 0.1 ] ] } }, { "index": 4, "kind": "surface", "label": "a grey stone material on all of it", "passed": true, "details": { "material": "Grey_Stone", "base_color": [ 0.38, 0.37, 0.35 ], "roughness": 0.8500000238418579, "metallic": 0, "emission": 0, "objects": 7 } } ] }, "host_check_passed": true, "state_digest": "419637a571134554dda780ef292d4ee1c1aa377d0172bd548ab64150ea168723", "context_mode": "OBJECT", "objects": [ "Bridge_Deck", "Bridge_Post_1", "Bridge_Post_2", "Bridge_Post_3", "Bridge_Post_4", "Bridge_Rail_1", "Bridge_Rail_2", "Camera", "Cube", "Light" ], "status": "completed", "grading_contract": 4, "uncached_input_tokens": 9783, "list_price_usd": 0.1147, "list_price_basis": "model_profiles list prices, 5m cache writes" }, { "side": "angelo", "trial": 2, "task": "brief", "kind": "edit", "status": "completed", "runtime_start": "cold", "wall_ms": 13811.634, "send_to_idle_ms": 13813.398, "first_text_ms": 12584.828, "first_verified_result_ms": 13803.685, "model_rounds": 1, "provider_turn_requests": 1, "native_tool_invocations": 1, "python_fallbacks": 0, "api_calls": 1, "tool_names": [ "angelo_scene_program" ], "plans": [ [ "angelo_scene_program" ] ], "models": [ "claude-opus-5-5" ], "tool_call_count": 1, "approved": [], "declined": [], "grade": "passed", "gate_version": null, "answer": null, "approval": "AUTO_BOUNDED", "always_allow_scripts": false, "grading_contract": 4, "provider_usage": { "input_tokens": 36197, "cached_input_tokens": 34543, "cache_write_input_tokens": 1652, "output_tokens": 1138, "reasoning_output_tokens": 238, "api_ms": 12461, "cost_usd": 0.042893, "turn_ms": 12478, "requests": 1, "turns": 1 }, "host_check_passed": true, "warm_ups": 0, "warm_up_usage": null, "opening": { "prepared": false, "runtime_live": false, "bases": [], "waited_s": 0.097, "wait_limit_s": 0 }, "environment": { "frame_before": 1, "input_isolated": true, "frame_after": 1, "playback": false, "external_input_suspected": false }, "harness_reset": null, "receipt_counts": null, "accept": null, "uncached_input_tokens": 1654, "list_price_usd": 0.0429, "list_price_basis": "model_profiles list prices, 1h cache writes" }, { "side": "mcp", "trial": 3, "task": "brief", "kind": "edit", "source": "scenario oneshot_mini_footbridge turn 1: Stone footbridge at the origin", "sent_at_s": 0, "runtime_start": "cold", "wall_ms": 18915.286, "init": { "model": "claude-opus-5-5", "claude_code_version": "2.1.293", "permissionMode": "default", "mcp_servers": [ { "name": "blender", "status": "connected", "source": "dynamic" } ], "received_ms": 798.1 }, "first_text_ms": 18897.4, "first_tool_call_ms": 1636.2, "api_calls": 5, "tool_calls": [ { "name": "ToolSearch", "issued_ms": 2606.8, "input_chars": 72, "returned_ms": 2611.3, "round_trip_ms": 4.5, "is_error": false }, { "name": "mcp__blender__execute_blender_code", "issued_ms": 4374.8, "input_chars": 205, "returned_ms": 4988.2, "round_trip_ms": 613.4, "is_error": false }, { "name": "mcp__blender__execute_blender_code", "issued_ms": 12413.5, "input_chars": 1112, "returned_ms": 13000.9, "round_trip_ms": 587.4, "is_error": true }, { "name": "mcp__blender__execute_blender_code", "issued_ms": 14897.4, "input_chars": 228, "returned_ms": 15021.9, "round_trip_ms": 124.5, "is_error": false } ], "tool_call_count": 4, "tool_names": [ "ToolSearch", "mcp__blender__execute_blender_code", "mcp__blender__execute_blender_code", "mcp__blender__execute_blender_code" ], "tool_errors": 1, "api_retries": [], "tool_round_trip_ms_total": 1329.8, "result": { "subtype": "success", "is_error": false, "num_turns": 5, "duration_ms": 18136, "duration_api_ms": 16804, "total_cost_usd": 0.1460048, "stop_reason": "end_turn", "models": [ "claude-opus-5-5" ], "usage": { "input_tokens": 10, "cache_creation_input_tokens": 9988, "cache_read_input_tokens": 177104, "output_tokens": 1532, "output_tokens_details": { "thinking_tokens": 208 }, "server_tool_use": { "web_search_requests": 0, "web_fetch_requests": 0 }, "service_tier": "standard", "cache_creation": { "ephemeral_1h_input_tokens": 9988, "ephemeral_5m_input_tokens": 0 }, "inference_geo": "global", "iterations": [ { "input_tokens": 2, "output_tokens": 309, "cache_read_input_tokens": 38038, "cache_creation_input_tokens": 448, "cache_creation": { "ephemeral_5m_input_tokens": 0, "ephemeral_1h_input_tokens": 448 }, "type": "message" } ], "speed": "standard", "fallback_credit": null }, "permission_denials": [], "reply": "I've added the footbridge at the origin, in a new `Footbridge` collection. I checked the sizes and positions in the scene but didn't render it, so I haven't looked at it.\n\n- **Deck:** 4 m long (along X), 1.2 m wide and 0.2 m thick, sitting on the ground (Z from 0 to 0.2 m).\n- **Posts (4):** 0.15 m square and 1 m tall, one at each corner of the deck, flush with its edges.\n- **Rails (2):** 4 m long and 0.12 m square, one along each side, resting on top of the posts at about 1.14 m.\n- **Material:** `Footbridge_Stone`, a matte mid-grey (base colour 0.42, roughness 0.85) used on all seven pieces.\n\nThe default Cube is still at the origin, so it overlaps the deck. Delete or move it if you don't want it there." }, "provider_usage": { "input_tokens": 187102, "cached_input_tokens": 177104, "cache_write_input_tokens": 9988, "output_tokens": 1532, "reasoning_output_tokens": 208, "api_ms": 16804, "cost_usd": 0.1460048, "models": [ "claude-opus-5-5" ], "turn_ms": 18136 }, "host_check": { "success": true, "passed": 5, "total": 5, "results": [ { "index": 0, "kind": "plan", "label": "a footbridge about 4 x 1.2 m at the origin", "passed": true, "details": { "long": 4, "short": 1.2, "centre": [ 0, 0 ], "off_centre": 0, "problems": [] } }, { "index": 1, "kind": "slab", "label": "a deck 4 m long and 1.2 m wide, flat", "passed": true, "details": { "axis": "x", "cover": 1, "rise": 0, "top": [ 0.2, 0.2 ], "problems": [] } }, { "index": 2, "kind": "members", "label": "four square posts", "passed": true, "details": { "pieces": 7, "posts": 4, "sizes": [ [ 0.15, 0.15, 1 ], [ 0.15, 0.15, 1 ], [ 0.15, 0.15, 1 ], [ 0.15, 0.15, 1 ] ] } }, { "index": 3, "kind": "members", "label": "two rails", "passed": true, "details": { "pieces": 7, "rails": 2, "sizes": [ [ 4, 0.12, 0.12 ], [ 4, 0.12, 0.12 ] ] } }, { "index": 4, "kind": "surface", "label": "a grey stone material on all of it", "passed": true, "details": { "material": "Footbridge_Stone", "base_color": [ 0.42, 0.42, 0.4 ], "roughness": 0.8500000238418579, "metallic": 0, "emission": 0, "objects": 7 } } ] }, "host_check_passed": true, "state_digest": "5eea594da4f4c361c90a610bf50dd7d26c4dab64d69b2df3d3a3df5254ba985e", "context_mode": "OBJECT", "objects": [ "Camera", "Cube", "Footbridge_Deck", "Footbridge_Post_1", "Footbridge_Post_2", "Footbridge_Post_3", "Footbridge_Post_4", "Footbridge_Rail_1", "Footbridge_Rail_2", "Light" ], "status": "completed", "grading_contract": 4, "uncached_input_tokens": 9998, "list_price_usd": 0.116, "list_price_basis": "model_profiles list prices, 5m cache writes" }, { "side": "angelo", "trial": 3, "task": "brief", "kind": "edit", "status": "completed", "runtime_start": "cold", "wall_ms": 12213.077, "send_to_idle_ms": 12215.364, "first_text_ms": 10525.91, "first_verified_result_ms": 12205.986, "model_rounds": 1, "provider_turn_requests": 1, "native_tool_invocations": 1, "python_fallbacks": 0, "api_calls": 1, "tool_names": [ "angelo_scene_program" ], "plans": [ [ "angelo_scene_program" ] ], "models": [ "claude-opus-5-5" ], "tool_call_count": 1, "approved": [], "declined": [], "grade": "passed", "gate_version": null, "answer": null, "approval": "AUTO_BOUNDED", "always_allow_scripts": false, "grading_contract": 4, "provider_usage": { "input_tokens": 36198, "cached_input_tokens": 34543, "cache_write_input_tokens": 1653, "output_tokens": 1192, "reasoning_output_tokens": 259, "api_ms": 10932, "cost_usd": 0.043981, "turn_ms": 10951, "requests": 1, "turns": 1 }, "host_check_passed": true, "warm_ups": 0, "warm_up_usage": null, "opening": { "prepared": false, "runtime_live": false, "bases": [], "waited_s": 0.097, "wait_limit_s": 0 }, "environment": { "frame_before": 1, "input_isolated": true, "frame_after": 1, "playback": false, "external_input_suspected": false }, "harness_reset": null, "receipt_counts": null, "accept": null, "uncached_input_tokens": 1655, "list_price_usd": 0.044, "list_price_basis": "model_profiles list prices, 1h cache writes" }, { "side": "mcp", "trial": 4, "task": "brief", "kind": "edit", "source": "scenario oneshot_mini_footbridge turn 1: Stone footbridge at the origin", "sent_at_s": 0, "runtime_start": "cold", "wall_ms": 21933.318, "init": { "model": "claude-opus-5-5", "claude_code_version": "2.1.293", "permissionMode": "default", "mcp_servers": [ { "name": "blender", "status": "connected", "source": "dynamic" } ], "received_ms": 709.3 }, "first_text_ms": 16014.7, "first_tool_call_ms": 4005.5, "api_calls": 5, "tool_calls": [ { "name": "ToolSearch", "issued_ms": 4520.2, "input_chars": 106, "returned_ms": 4524, "round_trip_ms": 3.8, "is_error": false }, { "name": "mcp__blender__get_objects_summary", "issued_ms": 5909.4, "input_chars": 2, "returned_ms": 5997.6, "round_trip_ms": 88.2, "is_error": false }, { "name": "mcp__blender__execute_blender_code", "issued_ms": 13894, "input_chars": 1152, "returned_ms": 14007.3, "round_trip_ms": 113.3, "is_error": true }, { "name": "mcp__blender__execute_blender_code", "issued_ms": 16988.3, "input_chars": 247, "returned_ms": 17027.6, "round_trip_ms": 39.3, "is_error": false } ], "tool_call_count": 4, "tool_names": [ "ToolSearch", "mcp__blender__get_objects_summary", "mcp__blender__execute_blender_code", "mcp__blender__execute_blender_code" ], "tool_errors": 1, "api_retries": [], "tool_round_trip_ms_total": 244.6, "result": { "subtype": "success", "is_error": false, "num_turns": 5, "duration_ms": 21244, "duration_api_ms": 20984, "total_cost_usd": 0.149645, "stop_reason": "end_turn", "models": [ "claude-opus-5-5" ], "usage": { "input_tokens": 10, "cache_creation_input_tokens": 10324, "cache_read_input_tokens": 177865, "output_tokens": 1572, "output_tokens_details": { "thinking_tokens": 164 }, "server_tool_use": { "web_search_requests": 0, "web_fetch_requests": 0 }, "service_tier": "standard", "cache_creation": { "ephemeral_1h_input_tokens": 10324, "ephemeral_5m_input_tokens": 0 }, "inference_geo": "global", "iterations": [ { "input_tokens": 2, "output_tokens": 417, "cache_read_input_tokens": 38343, "cache_creation_input_tokens": 479, "cache_creation": { "ephemeral_5m_input_tokens": 0, "ephemeral_1h_input_tokens": 479 }, "type": "message" } ], "speed": "standard", "fallback_credit": null }, "permission_denials": [], "reply": "I added the footbridge at the origin in a new **Footbridge** collection. I checked the final sizes and positions of all seven pieces in the scene, but haven't rendered or looked at it.\n\n- **Deck** (`Bridge_Deck`): 4 m long (X) × 1.2 m wide (Y) × 0.2 m thick. It's centred at the origin and sits on the ground, so its top is at z = 0.2 m.\n- **Posts** (`Bridge_Post_1`–`4`): 0.15 m square and 1 m tall, one at each corner of the deck.\n- **Rails** (`Bridge_Rail_L` / `_R`): 4 m long with a 0.12 m square cross-section, running along the post tops about 1.3 m above the ground.\n- **Material**: everything uses a new `Stone_Grey` material, a matte mid-grey.\n\nThe posts and rails are parented to the deck, so moving the deck moves the whole bridge. I picked the deck thickness, post size, rail size and railing height myself since you didn't give them.\n\nThe scene's default `Cube` is still at the origin and overlaps the deck. I didn't delete it without asking — want me to remove it?" }, "provider_usage": { "input_tokens": 188199, "cached_input_tokens": 177865, "cache_write_input_tokens": 10324, "output_tokens": 1572, "reasoning_output_tokens": 164, "api_ms": 20984, "cost_usd": 0.149645, "models": [ "claude-opus-5-5" ], "turn_ms": 21244 }, "host_check": { "success": true, "passed": 5, "total": 5, "results": [ { "index": 0, "kind": "plan", "label": "a footbridge about 4 x 1.2 m at the origin", "passed": true, "details": { "long": 4, "short": 1.2, "centre": [ 0, 0 ], "off_centre": 0, "problems": [] } }, { "index": 1, "kind": "slab", "label": "a deck 4 m long and 1.2 m wide, flat", "passed": true, "details": { "axis": "x", "cover": 1, "rise": 0, "top": [ 0.2, 0.2 ], "problems": [] } }, { "index": 2, "kind": "members", "label": "four square posts", "passed": true, "details": { "pieces": 7, "posts": 4, "sizes": [ [ 0.15, 0.15, 1 ], [ 0.15, 0.15, 1 ], [ 0.15, 0.15, 1 ], [ 0.15, 0.15, 1 ] ] } }, { "index": 3, "kind": "members", "label": "two rails", "passed": true, "details": { "pieces": 7, "rails": 2, "sizes": [ [ 4, 0.12, 0.12 ], [ 4, 0.12, 0.12 ] ] } }, { "index": 4, "kind": "surface", "label": "a grey stone material on all of it", "passed": true, "details": { "material": "Stone_Grey", "base_color": [ 0.42, 0.42, 0.4 ], "roughness": 0.8999999761581421, "metallic": 0, "emission": 0, "objects": 7 } } ] }, "host_check_passed": true, "state_digest": "d3b0826a1758e45b5fb73903ee97670e7b21d2ac84b79a968d47a0a37a845f6f", "context_mode": "OBJECT", "objects": [ "Bridge_Deck", "Bridge_Post_1", "Bridge_Post_2", "Bridge_Post_3", "Bridge_Post_4", "Bridge_Rail_L", "Bridge_Rail_R", "Camera", "Cube", "Light" ], "status": "completed", "grading_contract": 4, "uncached_input_tokens": 10334, "list_price_usd": 0.1187, "list_price_basis": "model_profiles list prices, 5m cache writes" }, { "side": "angelo", "trial": 4, "task": "brief", "kind": "edit", "status": "completed", "runtime_start": "cold", "wall_ms": 10575.859, "send_to_idle_ms": 10577.505, "first_text_ms": 9812.387, "first_verified_result_ms": 10568.919, "model_rounds": 1, "provider_turn_requests": 1, "native_tool_invocations": 1, "python_fallbacks": 0, "api_calls": 1, "tool_names": [ "angelo_scene_program" ], "plans": [ [ "angelo_scene_program" ] ], "models": [ "claude-opus-5-5" ], "tool_call_count": 1, "approved": [], "declined": [], "grade": "passed", "gate_version": null, "answer": null, "approval": "AUTO_BOUNDED", "always_allow_scripts": false, "grading_contract": 4, "provider_usage": { "input_tokens": 36198, "cached_input_tokens": 34543, "cache_write_input_tokens": 1653, "output_tokens": 1066, "reasoning_output_tokens": 220, "api_ms": 9351, "cost_usd": 0.041461, "turn_ms": 9369, "requests": 1, "turns": 1 }, "host_check_passed": true, "warm_ups": 0, "warm_up_usage": null, "opening": { "prepared": false, "runtime_live": false, "bases": [], "waited_s": 0.097, "wait_limit_s": 0 }, "environment": { "frame_before": 1, "input_isolated": true, "frame_after": 1, "playback": false, "external_input_suspected": false }, "harness_reset": null, "receipt_counts": null, "accept": null, "uncached_input_tokens": 1655, "list_price_usd": 0.0415, "list_price_basis": "model_profiles list prices, 1h cache writes" }, { "side": "mcp", "trial": 5, "task": "brief", "kind": "edit", "source": "scenario oneshot_mini_footbridge turn 1: Stone footbridge at the origin", "sent_at_s": 0, "runtime_start": "cold", "wall_ms": 16628.12, "init": { "model": "claude-opus-5-5", "claude_code_version": "2.1.293", "permissionMode": "default", "mcp_servers": [ { "name": "blender", "status": "connected", "source": "dynamic" } ], "received_ms": 639.1 }, "first_text_ms": 16621.5, "first_tool_call_ms": 1538.2, "api_calls": 4, "tool_calls": [ { "name": "ToolSearch", "issued_ms": 2492.3, "input_chars": 106, "returned_ms": 2496.8, "round_trip_ms": 4.5, "is_error": false }, { "name": "mcp__blender__get_objects_summary", "issued_ms": 3366.4, "input_chars": 2, "returned_ms": 3995.6, "round_trip_ms": 629.2, "is_error": false }, { "name": "mcp__blender__execute_blender_code", "issued_ms": 11631, "input_chars": 1114, "returned_ms": 12005.1, "round_trip_ms": 374.1, "is_error": false } ], "tool_call_count": 3, "tool_names": [ "ToolSearch", "mcp__blender__get_objects_summary", "mcp__blender__execute_blender_code" ], "tool_errors": 0, "api_retries": [], "tool_round_trip_ms_total": 1007.8, "result": { "subtype": "success", "is_error": false, "num_turns": 4, "duration_ms": 16002, "duration_api_ms": 14983, "total_cost_usd": 0.1335724, "stop_reason": "end_turn", "models": [ "claude-opus-5-5" ], "usage": { "input_tokens": 8, "cache_creation_input_tokens": 9842, "cache_read_input_tokens": 139522, "output_tokens": 1345, "output_tokens_details": { "thinking_tokens": 202 }, "server_tool_use": { "web_search_requests": 0, "web_fetch_requests": 0 }, "service_tier": "standard", "cache_creation": { "ephemeral_1h_input_tokens": 9842, "ephemeral_5m_input_tokens": 0 }, "inference_geo": "global", "iterations": [ { "input_tokens": 2, "output_tokens": 383, "cache_read_input_tokens": 37428, "cache_creation_input_tokens": 912, "cache_creation": { "ephemeral_5m_input_tokens": 0, "ephemeral_1h_input_tokens": 912 }, "type": "message" } ], "speed": "standard", "fallback_credit": null }, "permission_denials": [], "reply": "I added the stone footbridge at the origin, in a new **Footbridge** collection. Everything is parented to a `Footbridge` empty, so you can move it as one piece. I checked that the objects were created but didn't look at it in the viewport.\n\n- **Deck:** 4 m long (along X), 1.2 m wide and 0.2 m thick. It sits on the ground plane, so its top surface is at 0.2 m.\n- **Posts:** four, each 0.15 m square and 1 m tall, one at each corner of the deck.\n- **Rails:** two, 4 m long, 0.15 m wide and 0.12 m deep, resting on top of the posts along each long edge. The top of the rails is 1.32 m above the ground.\n- **Material:** all parts share `Stone_Grey`, a rough mid-grey (roughness 0.85).\n\nThe deck thickness and the post and rail sizes were my choice, since you only gave the deck's length and width.\n\nBlender's default `Cube` is still at the origin, so it sits inside the deck. I left it in place; tell me if you want it deleted." }, "provider_usage": { "input_tokens": 149372, "cached_input_tokens": 139522, "cache_write_input_tokens": 9842, "output_tokens": 1345, "reasoning_output_tokens": 202, "api_ms": 14983, "cost_usd": 0.1335724, "models": [ "claude-opus-5-5" ], "turn_ms": 16002 }, "host_check": { "success": true, "passed": 5, "total": 5, "results": [ { "index": 0, "kind": "plan", "label": "a footbridge about 4 x 1.2 m at the origin", "passed": true, "details": { "long": 4, "short": 1.2, "centre": [ 0, 0 ], "off_centre": 0, "problems": [] } }, { "index": 1, "kind": "slab", "label": "a deck 4 m long and 1.2 m wide, flat", "passed": true, "details": { "axis": "x", "cover": 1, "rise": 0, "top": [ 0.2, 0.2 ], "problems": [] } }, { "index": 2, "kind": "members", "label": "four square posts", "passed": true, "details": { "pieces": 7, "posts": 4, "sizes": [ [ 0.15, 0.15, 1 ], [ 0.15, 0.15, 1 ], [ 0.15, 0.15, 1 ], [ 0.15, 0.15, 1 ] ] } }, { "index": 3, "kind": "members", "label": "two rails", "passed": true, "details": { "pieces": 7, "rails": 2, "sizes": [ [ 4, 0.15, 0.12 ], [ 4, 0.15, 0.12 ] ] } }, { "index": 4, "kind": "surface", "label": "a grey stone material on all of it", "passed": true, "details": { "material": "Stone_Grey", "base_color": [ 0.42, 0.42, 0.4 ], "roughness": 0.8500000238418579, "metallic": 0, "emission": 0, "objects": 7 } } ] }, "host_check_passed": true, "state_digest": "7ff4019fd496bb38f06c1fed5f6f864a2f6dfdd23e817d62ae7e4a0f85de3631", "context_mode": "OBJECT", "objects": [ "Camera", "Cube", "Deck", "Footbridge", "Light", "Post_1", "Post_2", "Post_3", "Post_4", "Rail_1", "Rail_2" ], "status": "completed", "grading_contract": 4, "uncached_input_tokens": 9850, "list_price_usd": 0.104, "list_price_basis": "model_profiles list prices, 5m cache writes" }, { "side": "angelo", "trial": 5, "task": "brief", "kind": "edit", "status": "completed", "runtime_start": "cold", "wall_ms": 11022.893, "send_to_idle_ms": 11024.727, "first_text_ms": 10177.908, "first_verified_result_ms": 11015.61, "model_rounds": 1, "provider_turn_requests": 1, "native_tool_invocations": 1, "python_fallbacks": 0, "api_calls": 1, "tool_names": [ "angelo_scene_program" ], "plans": [ [ "angelo_scene_program" ] ], "models": [ "claude-opus-5-5" ], "tool_call_count": 1, "approved": [], "declined": [], "grade": "passed", "gate_version": null, "answer": null, "approval": "AUTO_BOUNDED", "always_allow_scripts": false, "grading_contract": 4, "provider_usage": { "input_tokens": 36196, "cached_input_tokens": 34543, "cache_write_input_tokens": 1651, "output_tokens": 1083, "reasoning_output_tokens": 222, "api_ms": 9778, "cost_usd": 0.041785, "turn_ms": 9797, "requests": 1, "turns": 1 }, "host_check_passed": true, "warm_ups": 0, "warm_up_usage": null, "opening": { "prepared": false, "runtime_live": false, "bases": [], "waited_s": 0.097, "wait_limit_s": 0 }, "environment": { "frame_before": 1, "input_isolated": true, "frame_after": 1, "playback": false, "external_input_suspected": false }, "harness_reset": null, "receipt_counts": null, "accept": null, "uncached_input_tokens": 1653, "list_price_usd": 0.0418, "list_price_basis": "model_profiles list prices, 1h cache writes" } ] }