{ "meta": { "finished_at": "2026-10-15T08:34:48+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-cube", "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_cube", "title": "Bevel, subdivide and paint the default cube", "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": "6d7339ecb341e22d", "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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"71d621894f4413dfa5daec01b78848644ad06ab4df103c82cdecf0804e4a970a" ], "baseline_orphans": { "materials": [ "Dots Stroke" ] }, "hygiene": { "objects": 3, "unexpected_objects": [ "Camera", "Light" ], "default_named": [ "Camera", "Light" ], "leftover_defaults": [ "Cube", "Camera", "Light" ], "new_orphans": { "materials": [ "Material" ] }, "new_orphan_count": 1, "duplicate_materials": [], "empty_material_slots": [], "meshes_without_material": [], "negative_scale": [], "mode": "OBJECT", "collections": 1, "objects_in_scene_root": 0, "issues": 5 }, "final_digest": "71d621894f4413dfa5daec01b78848644ad06ab4df103c82cdecf0804e4a970a", "saved": "/h2h-opus-oneshot-mini-cube/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": [ 3.203125, 3.0185546875, 2.9833984375 ] }, { "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-cube/angelo-trial-05", "--task-set", "oneshot-mini-cube", "--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-cube/angelo-state" ], "load_average_start": [ 3.203125, 3.0185546875, 2.9833984375 ], "started_at": "2026-10-15T08:34:39+0900", "exit_code": 0, "elapsed_s": 9.383, "load_average_end": [ 3.3251953125, 3.05029296875, 2.9951171875 ], "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", "076a4e07f96a123f6d9fc6b9cb37739504b5fc523f6a9dde6ffa5b50a046d72a" ], "baseline_orphans": { "materials": [ "Dots Stroke" ] }, "hygiene": { "objects": 3, "unexpected_objects": [ "Camera", "Light" ], "default_named": [ "Camera", "Light" ], "leftover_defaults": [ "Cube", "Camera", "Light" ], "new_orphans": { "meshes": [ "Cube.001" ] }, "new_orphan_count": 1, "duplicate_materials": [], "empty_material_slots": [], "meshes_without_material": [], "negative_scale": [], "mode": "OBJECT", "collections": 1, "objects_in_scene_root": 0, "issues": 5 }, "final_digest": "076a4e07f96a123f6d9fc6b9cb37739504b5fc523f6a9dde6ffa5b50a046d72a", "saved": "/h2h-opus-oneshot-mini-cube/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": [ 3.142578125, 2.83251953125, 2.9189453125 ], "end": [ 3.54345703125, 2.94287109375, 2.9541015625 ] }, { "side": "angelo", "trial": 1, "start": [ 3.54345703125, 2.94287109375, 2.9541015625 ], "end": [ 4.1669921875, 3.0927734375, 3.0068359375 ] }, { "side": "mcp", "trial": 2, "start": [ 3.90673828125, 3.072265625, 3 ], "end": [ 3.45849609375, 3.033203125, 2.98828125 ] }, { "side": "angelo", "trial": 2, "start": [ 3.45849609375, 3.033203125, 2.98828125 ], "end": [ 3.46728515625, 3.0478515625, 2.994140625 ] }, { "side": "mcp", "trial": 3, "start": [ 3.669921875, 3.0966796875, 3.01171875 ], "end": [ 3.3369140625, 3.06982421875, 3.00341796875 ] }, { "side": "angelo", "trial": 3, "start": [ 3.3369140625, 3.06982421875, 3.00341796875 ], "end": [ 3.4990234375, 3.11572265625, 3.02001953125 ] }, { "side": "mcp", "trial": 4, "start": [ 3.37890625, 3.09716796875, 3.013671875 ], "end": [ 2.6279296875, 2.92822265625, 2.9541015625 ] }, { "side": "angelo", "trial": 4, "start": [ 2.6279296875, 2.92822265625, 2.9541015625 ], "end": [ 2.53759765625, 2.8974609375, 2.9423828125 ] }, { "side": "mcp", "trial": 5, "start": [ 2.654296875, 2.91552734375, 2.9482421875 ], "end": [ 3.203125, 3.0185546875, 2.9833984375 ] }, { "side": "angelo", "trial": 5, "start": [ 3.203125, 3.0185546875, 2.9833984375 ], "end": [ 3.3251953125, 3.05029296875, 2.9951171875 ] } ] }, "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": 18047.14, "p75": 18528.033, "min": 13886.288, "max": 30912.623 }, "wall_ms_passed_only": { "n": 5, "median": 18047.14, "p75": 18528.033, "min": 13886.288, "max": 30912.623 }, "first_text_ms": { "n": 5, "median": 18030.3, "p75": 18521.7, "min": 13878.8, "max": 30895.2 }, "first_feedback_ms": { "n": 5, "median": 1828.9, "p75": 2881.1, "min": 1722.3, "max": 3128 }, "input_tokens_per_call": { "n": 5, "median": 37342, "p75": 37348.5, "min": 37202, "max": 37372.75 }, "api_calls": { "n": 5, "median": 4, "p75": 4, "min": 4, "max": 4 }, "tool_calls": { "n": 5, "median": 3, "p75": 3, "min": 3, "max": 3 }, "input_tokens": { "n": 5, "median": 149368, "p75": 149394, "min": 148808, "max": 149491 }, "cached_input_tokens": { "n": 5, "median": 139514, "p75": 139514, "min": 123233, "max": 139514 }, "cache_write_input_tokens": { "n": 5, "median": 9872, "p75": 9969, "min": 9825, "max": 25567 }, "output_tokens": { "n": 5, "median": 1343, "p75": 1389, "min": 1161, "max": 1568 }, "api_ms": { "n": 5, "median": 15538, "p75": 16107, "min": 13070, "max": 29412 }, "cost_usd": { "n": 5, "median": 0.135, "p75": 0.138, "min": 0.132, "max": 0.252 } }, "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": 3909.937, "p75": 4118.233, "min": 3829.452, "max": 5488.164 }, "wall_ms_passed_only": { "n": 5, "median": 3909.937, "p75": 4118.233, "min": 3829.452, "max": 5488.164 }, "first_text_ms": { "n": 0 }, "first_feedback_ms": { "n": 0 }, "input_tokens_per_call": { "n": 5, "median": 36194, "p75": 36195, "min": 36192, "max": 36196 }, "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": 36194, "p75": 36195, "min": 36192, "max": 36196 }, "cached_input_tokens": { "n": 5, "median": 34543, "p75": 34543, "min": 34543, "max": 34543 }, "cache_write_input_tokens": { "n": 5, "median": 1649, "p75": 1650, "min": 1647, "max": 1651 }, "output_tokens": { "n": 5, "median": 307, "p75": 307, "min": 293, "max": 307 }, "api_ms": { "n": 5, "median": 2728, "p75": 2852, "min": 2631, "max": 4104 }, "cost_usd": { "n": 5, "median": 0.026, "p75": 0.026, "min": 0.026, "max": 0.026 } } } }, "totals": { "mcp": { "trials": 5, "trials_with_all_five_timed": 5, "trials_all_five_passed": 5, "wall_ms": { "n": 5, "median": 18047.14, "p75": 18528.033, "min": 13886.288, "max": 30912.623 }, "api_calls": { "n": 5, "median": 4, "p75": 4, "min": 4, "max": 4 }, "cost_usd": { "n": 5, "median": 0.135, "p75": 0.138, "min": 0.132, "max": 0.252 }, "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": 3909.937, "p75": 4118.233, "min": 3829.452, "max": 5488.164 }, "api_calls": { "n": 5, "median": 1, "p75": 1, "min": 1, "max": 1 }, "cost_usd": { "n": 5, "median": 0.026, "p75": 0.026, "min": 0.026, "max": 0.026 }, "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 71%.", "Model API calls per trial (1 tasks): MCP [4, 4, 4, 4, 4]; Angelo [1, 1, 1, 1, 1].", "Wall s per trial (1 tasks): MCP [13.9, 18.0, 18.5, 30.9, 15.2]; Angelo [4.1, 3.9, 3.8, 3.9, 5.5].", "MCP add-on socket round trips per trial, s (includes its 0.25/1 s polling): [0.19, 1.76, 1.68, 0.74, 0.61].", "Angelo opening before the first prompt, per trial: ['none', 'none', 'none', 'none', 'none'].", "MCP cold start (process spawn to Claude Code init), ms: [576, 747, 738, 755, 733].", "MCP first-message prompt-cache writes per trial (tokens): [25567, 9825, 9846, 9872, 9969].", "MCP permission denials 0, API retries 0, add-on script errors 0; Angelo declined tools 0, Python fallbacks 0." ], "tool_usage": { "mcp": { "brief": { "ToolSearch": 5, "mcp__blender__execute_blender_code": 7, "mcp__blender__get_objects_summary": 3 } }, "angelo": { "brief": { "angelo_scene_program": 5 } } }, "session_curve": {}, "records": [ { "side": "mcp", "trial": 1, "task": "brief", "kind": "edit", "source": "scenario oneshot_mini_cube turn 1: Bevel, subdivide and paint the default cube", "sent_at_s": 0, "runtime_start": "cold", "wall_ms": 13886.288, "init": { "model": "claude-opus-5-5", "claude_code_version": "2.1.293", "permissionMode": "default", "mcp_servers": [ { "name": "blender", "status": "connected", "source": "dynamic" } ], "received_ms": 575.7 }, "first_text_ms": 13878.8, "first_tool_call_ms": 1722.3, "api_calls": 4, "tool_calls": [ { "name": "ToolSearch", "issued_ms": 2673.8, "input_chars": 106, "returned_ms": 2677.7, "round_trip_ms": 3.9, "is_error": false }, { "name": "mcp__blender__execute_blender_code", "issued_ms": 4871.1, "input_chars": 314, "returned_ms": 4979.7, "round_trip_ms": 108.6, "is_error": false }, { "name": "mcp__blender__execute_blender_code", "issued_ms": 9408.6, "input_chars": 736, "returned_ms": 9485.1, "round_trip_ms": 76.5, "is_error": false } ], "tool_call_count": 3, "tool_names": [ "ToolSearch", "mcp__blender__execute_blender_code", "mcp__blender__execute_blender_code" ], "tool_errors": 0, "api_retries": [], "tool_round_trip_ms_total": 189, "result": { "subtype": "success", "is_error": false, "num_turns": 4, "duration_ms": 13332, "duration_api_ms": 13070, "total_cost_usd": 0.2524346, "stop_reason": "end_turn", "models": [ "claude-opus-5-5" ], "usage": { "input_tokens": 8, "cache_creation_input_tokens": 25567, "cache_read_input_tokens": 123233, "output_tokens": 1161, "output_tokens_details": { "thinking_tokens": 59 }, "server_tool_use": { "web_search_requests": 0, "web_fetch_requests": 0 }, "service_tier": "standard", "cache_creation": { "ephemeral_1h_input_tokens": 25567, "ephemeral_5m_input_tokens": 0 }, "inference_geo": "global", "iterations": [ { "input_tokens": 2, "output_tokens": 377, "cache_read_input_tokens": 37314, "cache_creation_input_tokens": 582, "cache_creation": { "ephemeral_5m_input_tokens": 0, "ephemeral_1h_input_tokens": 582 }, "type": "message" } ], "speed": "standard", "fallback_credit": null }, "permission_denials": [], "reply": "I made all three changes to `Cube`:\n\n- **Bevel:** I added a Bevel modifier with a width of 0.02 m (2 cm, since the scene's unit scale is 1) and 3 segments. It limits by angle, so only the sharp edges are bevelled.\n- **Subdivision:** I added a Subdivision Surface modifier at level 2 for both the viewport and renders. It comes after the bevel, so the bevelled edges stay crisp instead of the cube rounding into a blob.\n- **Brushed copper:** I created a new material called \"Brushed Copper\": copper colour, fully metallic, roughness 0.35 and anisotropy 0.8 to give the brushed streaks. It replaces the cube's shared default \"Material\" in the slot rather than editing it, so other objects that use that material aren't affected.\n\nBoth modifiers are non-destructive and haven't been applied. Blender evaluated the result without errors at 1,538 vertices, but I haven't checked a render or viewport screenshot. The brushed effect shows best in Cycles; if you want visible grooves, adding a stretched noise texture to the roughness is the next step." }, "provider_usage": { "input_tokens": 148808, "cached_input_tokens": 123233, "cache_write_input_tokens": 25567, "output_tokens": 1161, "reasoning_output_tokens": 59, "api_ms": 13070, "cost_usd": 0.2524346, "models": [ "claude-opus-5-5" ], "turn_ms": 13332 }, "host_check": { "success": true, "passed": 5, "total": 5, "results": [ { "index": 0, "kind": "object", "label": "the default cube is still there (the factory scene is kept)", "passed": true, "details": { "found": [ "Cube" ], "types": [ "MESH" ] } }, { "index": 1, "kind": "bbox", "label": "the cube is where and as large as it was", "passed": true, "details": { "min": [ -1, -1, -1 ], "max": [ 1, 1, 1 ], "size": [ 2, 2, 2 ], "off": [] } }, { "index": 2, "kind": "bevel", "label": "edges bevelled 2 cm, 3 segments", "passed": true, "details": { "object": "Cube", "route": "modifier", "width": 0.02, "segments": 3 } }, { "index": 3, "kind": "modifier_settings", "label": "a Subdivision modifier at level 2", "passed": true, "details": { "object": "Cube", "modifier": "Subdivision", "values": { "levels": 2 } } }, { "index": 4, "kind": "surface", "label": "a brushed-copper material", "passed": true, "details": { "material": "Brushed Copper", "base_color": [ 0.955, 0.637, 0.538 ], "roughness": 0.3499999940395355, "metallic": 1, "emission": 0 } } ] }, "host_check_passed": true, "state_digest": "71d621894f4413dfa5daec01b78848644ad06ab4df103c82cdecf0804e4a970a", "context_mode": "OBJECT", "objects": [ "Camera", "Cube", "Light" ], "status": "completed", "grading_contract": 4, "uncached_input_tokens": 25575, "list_price_usd": 0.1757, "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": 4118.233, "send_to_idle_ms": 4119.7, "first_text_ms": null, "first_verified_result_ms": 4103.408, "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": 307, "reasoning_output_tokens": 0, "api_ms": 2852, "cost_usd": 0.026265, "turn_ms": 2871, "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": 0.0263, "list_price_basis": "model_profiles list prices, 1h cache writes" }, { "side": "mcp", "trial": 2, "task": "brief", "kind": "edit", "source": "scenario oneshot_mini_cube turn 1: Bevel, subdivide and paint the default cube", "sent_at_s": 0, "runtime_start": "cold", "wall_ms": 18047.14, "init": { "model": "claude-opus-5-5", "claude_code_version": "2.1.293", "permissionMode": "default", "mcp_servers": [ { "name": "blender", "status": "connected", "source": "dynamic" } ], "received_ms": 747.1 }, "first_text_ms": 18030.3, "first_tool_call_ms": 1742.5, "api_calls": 4, "tool_calls": [ { "name": "ToolSearch", "issued_ms": 2997.8, "input_chars": 106, "returned_ms": 3001.7, "round_trip_ms": 3.9, "is_error": false }, { "name": "mcp__blender__execute_blender_code", "issued_ms": 5185.2, "input_chars": 335, "returned_ms": 5989, "round_trip_ms": 803.8, "is_error": false }, { "name": "mcp__blender__execute_blender_code", "issued_ms": 13050.1, "input_chars": 1446, "returned_ms": 14002.1, "round_trip_ms": 952, "is_error": false } ], "tool_call_count": 3, "tool_names": [ "ToolSearch", "mcp__blender__execute_blender_code", "mcp__blender__execute_blender_code" ], "tool_errors": 0, "api_retries": [], "tool_round_trip_ms_total": 1759.7, "result": { "subtype": "success", "is_error": false, "num_turns": 4, "duration_ms": 17314, "duration_api_ms": 15538, "total_cost_usd": 0.137875, "stop_reason": "end_turn", "models": [ "claude-opus-5-5" ], "usage": { "input_tokens": 8, "cache_creation_input_tokens": 9825, "cache_read_input_tokens": 139415, "output_tokens": 1568, "output_tokens_details": { "thinking_tokens": 68 }, "server_tool_use": { "web_search_requests": 0, "web_fetch_requests": 0 }, "service_tier": "standard", "cache_creation": { "ephemeral_1h_input_tokens": 9825, "ephemeral_5m_input_tokens": 0 }, "inference_geo": "global", "iterations": [ { "input_tokens": 2, "output_tokens": 365, "cache_read_input_tokens": 37326, "cache_creation_input_tokens": 998, "cache_creation": { "ephemeral_5m_input_tokens": 0, "ephemeral_1h_input_tokens": 998 }, "type": "message" } ], "speed": "standard", "fallback_credit": null }, "permission_denials": [], "reply": "I made all three changes to `Cube`:\n\n- **Bevel:** I added a Bevel modifier with a 0.02 m (2 cm) width and 3 segments.\n- **Subdivision:** I added a Subdivision Surface modifier after the bevel, set to level 2 for both the viewport and render. The finished mesh now has 1,538 vertices.\n- **Brushed copper:** I created a new material called \"Brushed Copper\" and put it in place of the cube's old \"Material.\" It's fully metallic with a copper color and a strong anisotropic setting. The brushed look comes from a noise texture stretched along one axis, which varies the roughness between 0.25 and 0.45. The original \"Material\" is still in the file but no longer on the cube.\n\nBoth effects are modifiers, so the cube's actual geometry hasn't changed and you can still adjust or remove them. One side effect: with a 2 cm bevel, the subdivision rounds the corners only slightly, so the cube stays mostly crisp.\n\nI checked the result through the scene data but didn't take a screenshot or render, so I haven't seen how it looks yet." }, "provider_usage": { "input_tokens": 149248, "cached_input_tokens": 139415, "cache_write_input_tokens": 9825, "output_tokens": 1568, "reasoning_output_tokens": 68, "api_ms": 15538, "cost_usd": 0.137875, "models": [ "claude-opus-5-5" ], "turn_ms": 17314 }, "host_check": { "success": true, "passed": 5, "total": 5, "results": [ { "index": 0, "kind": "object", "label": "the default cube is still there (the factory scene is kept)", "passed": true, "details": { "found": [ "Cube" ], "types": [ "MESH" ] } }, { "index": 1, "kind": "bbox", "label": "the cube is where and as large as it was", "passed": true, "details": { "min": [ -1, -1, -1 ], "max": [ 1, 1, 1 ], "size": [ 2, 2, 2 ], "off": [] } }, { "index": 2, "kind": "bevel", "label": "edges bevelled 2 cm, 3 segments", "passed": true, "details": { "object": "Cube", "route": "modifier", "width": 0.02, "segments": 3 } }, { "index": 3, "kind": "modifier_settings", "label": "a Subdivision modifier at level 2", "passed": true, "details": { "object": "Cube", "modifier": "Subdivision", "values": { "levels": 2 } } }, { "index": 4, "kind": "surface", "label": "a brushed-copper material", "passed": true, "details": { "material": "Brushed Copper", "base_color": [ 0.955, 0.637, 0.538 ], "roughness": 0.3499999940395355, "metallic": 1, "emission": 0 } } ] }, "host_check_passed": true, "state_digest": "71d621894f4413dfa5daec01b78848644ad06ab4df103c82cdecf0804e4a970a", "context_mode": "OBJECT", "objects": [ "Camera", "Cube", "Light" ], "status": "completed", "grading_contract": 4, "uncached_input_tokens": 9833, "list_price_usd": 0.1084, "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": 3899.761, "send_to_idle_ms": 3901.195, "first_text_ms": null, "first_verified_result_ms": 3888.258, "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": 36193, "cached_input_tokens": 34543, "cache_write_input_tokens": 1648, "output_tokens": 307, "reasoning_output_tokens": 0, "api_ms": 2676, "cost_usd": 0.026241, "turn_ms": 2693, "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": 1650, "list_price_usd": 0.0262, "list_price_basis": "model_profiles list prices, 1h cache writes" }, { "side": "mcp", "trial": 3, "task": "brief", "kind": "edit", "source": "scenario oneshot_mini_cube turn 1: Bevel, subdivide and paint the default cube", "sent_at_s": 0, "runtime_start": "cold", "wall_ms": 18528.033, "init": { "model": "claude-opus-5-5", "claude_code_version": "2.1.293", "permissionMode": "default", "mcp_servers": [ { "name": "blender", "status": "connected", "source": "dynamic" } ], "received_ms": 738 }, "first_text_ms": 18521.7, "first_tool_call_ms": 2881.1, "api_calls": 4, "tool_calls": [ { "name": "ToolSearch", "issued_ms": 3393.8, "input_chars": 106, "returned_ms": 3397.9, "round_trip_ms": 4.1, "is_error": false }, { "name": "mcp__blender__get_objects_summary", "issued_ms": 4987.6, "input_chars": 2, "returned_ms": 5989.8, "round_trip_ms": 1002.2, "is_error": false }, { "name": "mcp__blender__execute_blender_code", "issued_ms": 13316.7, "input_chars": 1426, "returned_ms": 13997.8, "round_trip_ms": 681.1, "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": 1687.4, "result": { "subtype": "success", "is_error": false, "num_turns": 4, "duration_ms": 17811, "duration_api_ms": 16107, "total_cost_usd": 0.1322028, "stop_reason": "end_turn", "models": [ "claude-opus-5-5" ], "usage": { "input_tokens": 8, "cache_creation_input_tokens": 9846, "cache_read_input_tokens": 139514, "output_tokens": 1275, "output_tokens_details": { "thinking_tokens": 38 }, "server_tool_use": { "web_search_requests": 0, "web_fetch_requests": 0 }, "service_tier": "standard", "cache_creation": { "ephemeral_1h_input_tokens": 9846, "ephemeral_5m_input_tokens": 0 }, "inference_geo": "global", "iterations": [ { "input_tokens": 2, "output_tokens": 319, "cache_read_input_tokens": 37425, "cache_creation_input_tokens": 920, "cache_creation": { "ephemeral_5m_input_tokens": 0, "ephemeral_1h_input_tokens": 920 }, "type": "message" } ], "speed": "standard", "fallback_credit": null }, "permission_denials": [], "reply": "I made all three changes to the Cube as modifiers, so its mesh is unchanged and you can adjust or remove them later. I haven't rendered or taken a screenshot, so I haven't seen how it looks.\n\n- **Bevel:** 2 cm wide (0.02 m; the cube's scale is 1 and the scene unit scale is 1, so that's exact) with 3 segments, applied to all the cube's edges.\n- **Subdivision:** level 2 in both the viewport and renders, placed after the bevel. The bevel keeps the edges fairly crisp as the cube is smoothed.\n- **Brushed Copper material:** I replaced the cube's existing material with a new one. It is fully metallic with a copper colour. A stretched noise texture varies the roughness between 0.22 and 0.40 to give the look of fine brush lines, and anisotropic reflection is set to 0.8.\n\nThe brushed streaks show up best in Cycles or Eevee render preview." }, "provider_usage": { "input_tokens": 149368, "cached_input_tokens": 139514, "cache_write_input_tokens": 9846, "output_tokens": 1275, "reasoning_output_tokens": 38, "api_ms": 16107, "cost_usd": 0.1322028, "models": [ "claude-opus-5-5" ], "turn_ms": 17811 }, "host_check": { "success": true, "passed": 5, "total": 5, "results": [ { "index": 0, "kind": "object", "label": "the default cube is still there (the factory scene is kept)", "passed": true, "details": { "found": [ "Cube" ], "types": [ "MESH" ] } }, { "index": 1, "kind": "bbox", "label": "the cube is where and as large as it was", "passed": true, "details": { "min": [ -1, -1, -1 ], "max": [ 1, 1, 1 ], "size": [ 2, 2, 2 ], "off": [] } }, { "index": 2, "kind": "bevel", "label": "edges bevelled 2 cm, 3 segments", "passed": true, "details": { "object": "Cube", "route": "modifier", "width": 0.02, "segments": 3 } }, { "index": 3, "kind": "modifier_settings", "label": "a Subdivision modifier at level 2", "passed": true, "details": { "object": "Cube", "modifier": "Subdivision", "values": { "levels": 2 } } }, { "index": 4, "kind": "surface", "label": "a brushed-copper material", "passed": true, "details": { "material": "Brushed Copper", "base_color": [ 0.955, 0.637, 0.538 ], "roughness": 0.3100000023841858, "metallic": 1, "emission": 0 } } ] }, "host_check_passed": true, "state_digest": "71d621894f4413dfa5daec01b78848644ad06ab4df103c82cdecf0804e4a970a", "context_mode": "OBJECT", "objects": [ "Camera", "Cube", "Light" ], "status": "completed", "grading_contract": 4, "uncached_input_tokens": 9854, "list_price_usd": 0.1027, "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": 3829.452, "send_to_idle_ms": 3830.885, "first_text_ms": null, "first_verified_result_ms": 3818.044, "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": 36195, "cached_input_tokens": 34543, "cache_write_input_tokens": 1650, "output_tokens": 307, "reasoning_output_tokens": 0, "api_ms": 2631, "cost_usd": 0.026257, "turn_ms": 2649, "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": 1652, "list_price_usd": 0.0263, "list_price_basis": "model_profiles list prices, 1h cache writes" }, { "side": "mcp", "trial": 4, "task": "brief", "kind": "edit", "source": "scenario oneshot_mini_cube turn 1: Bevel, subdivide and paint the default cube", "sent_at_s": 0, "runtime_start": "cold", "wall_ms": 30912.623, "init": { "model": "claude-opus-5-5", "claude_code_version": "2.1.293", "permissionMode": "default", "mcp_servers": [ { "name": "blender", "status": "connected", "source": "dynamic" } ], "received_ms": 755 }, "first_text_ms": 30895.2, "first_tool_call_ms": 3128, "api_calls": 4, "tool_calls": [ { "name": "ToolSearch", "issued_ms": 3775.7, "input_chars": 106, "returned_ms": 3779.6, "round_trip_ms": 3.9, "is_error": false }, { "name": "mcp__blender__get_objects_summary", "issued_ms": 7627.4, "input_chars": 2, "returned_ms": 7995.5, "round_trip_ms": 368.1, "is_error": false }, { "name": "mcp__blender__execute_blender_code", "issued_ms": 22627, "input_chars": 1375, "returned_ms": 22995.6, "round_trip_ms": 368.6, "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": 740.6, "result": { "subtype": "success", "is_error": false, "num_turns": 4, "duration_ms": 30178, "duration_api_ms": 29412, "total_cost_usd": 0.13377080000000002, "stop_reason": "end_turn", "models": [ "claude-opus-5-5" ], "usage": { "input_tokens": 8, "cache_creation_input_tokens": 9872, "cache_read_input_tokens": 139514, "output_tokens": 1343, "output_tokens_details": { "thinking_tokens": 109 }, "server_tool_use": { "web_search_requests": 0, "web_fetch_requests": 0 }, "service_tier": "standard", "cache_creation": { "ephemeral_1h_input_tokens": 9872, "ephemeral_5m_input_tokens": 0 }, "inference_geo": "global", "iterations": [ { "input_tokens": 2, "output_tokens": 345, "cache_read_input_tokens": 37425, "cache_creation_input_tokens": 946, "cache_creation": { "ephemeral_5m_input_tokens": 0, "ephemeral_1h_input_tokens": 946 }, "type": "message" } ], "speed": "standard", "fallback_credit": null }, "permission_denials": [], "reply": "I added all three to the Cube without applying anything, so you can still adjust them. I checked the cube's scale and the scene units but didn't render it to look at the result.\n\n- **Bevel:** a Bevel modifier with 2 cm width and 3 segments. The cube is at 1:1:1 scale with metric units, so the 2 cm is accurate. It only bevels sharp edges, which on a cube means all 12.\n- **Subdivision:** added after the bevel, at level 2 for both viewport and render. Because the bevel comes first, the edges keep a tighter rounding instead of the whole cube softening into a blob.\n- **Brushed Copper material:** a full-metal copper color with brushed-direction reflections. The roughness varies along stretched streaks, so you get the brushed lines.\n\nI replaced the cube's existing material with Brushed Copper rather than adding it alongside. The streaks follow the Mapping node's Z scale (200); change that value to turn or tighten the brushing." }, "provider_usage": { "input_tokens": 149394, "cached_input_tokens": 139514, "cache_write_input_tokens": 9872, "output_tokens": 1343, "reasoning_output_tokens": 109, "api_ms": 29412, "cost_usd": 0.13377080000000002, "models": [ "claude-opus-5-5" ], "turn_ms": 30178 }, "host_check": { "success": true, "passed": 5, "total": 5, "results": [ { "index": 0, "kind": "object", "label": "the default cube is still there (the factory scene is kept)", "passed": true, "details": { "found": [ "Cube" ], "types": [ "MESH" ] } }, { "index": 1, "kind": "bbox", "label": "the cube is where and as large as it was", "passed": true, "details": { "min": [ -1, -1, -1 ], "max": [ 1, 1, 1 ], "size": [ 2, 2, 2 ], "off": [] } }, { "index": 2, "kind": "bevel", "label": "edges bevelled 2 cm, 3 segments", "passed": true, "details": { "object": "Cube", "route": "modifier", "width": 0.02, "segments": 3 } }, { "index": 3, "kind": "modifier_settings", "label": "a Subdivision modifier at level 2", "passed": true, "details": { "object": "Cube", "modifier": "Subdivision", "values": { "levels": 2 } } }, { "index": 4, "kind": "surface", "label": "a brushed-copper material", "passed": true, "details": { "material": "Brushed Copper", "base_color": [ 0.955, 0.538, 0.348 ], "roughness": 0.36499999463558197, "metallic": 1, "emission": 0 } } ] }, "host_check_passed": true, "state_digest": "71d621894f4413dfa5daec01b78848644ad06ab4df103c82cdecf0804e4a970a", "context_mode": "OBJECT", "objects": [ "Camera", "Cube", "Light" ], "status": "completed", "grading_contract": 4, "uncached_input_tokens": 9880, "list_price_usd": 0.1042, "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": 3909.937, "send_to_idle_ms": 3911.369, "first_text_ms": null, "first_verified_result_ms": 3897.612, "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": 36192, "cached_input_tokens": 34543, "cache_write_input_tokens": 1647, "output_tokens": 307, "reasoning_output_tokens": 0, "api_ms": 2728, "cost_usd": 0.026233, "turn_ms": 2747, "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": 1649, "list_price_usd": 0.0262, "list_price_basis": "model_profiles list prices, 1h cache writes" }, { "side": "mcp", "trial": 5, "task": "brief", "kind": "edit", "source": "scenario oneshot_mini_cube turn 1: Bevel, subdivide and paint the default cube", "sent_at_s": 0, "runtime_start": "cold", "wall_ms": 15230.811, "init": { "model": "claude-opus-5-5", "claude_code_version": "2.1.293", "permissionMode": "default", "mcp_servers": [ { "name": "blender", "status": "connected", "source": "dynamic" } ], "received_ms": 733 }, "first_text_ms": 15211.6, "first_tool_call_ms": 1828.9, "api_calls": 4, "tool_calls": [ { "name": "ToolSearch", "issued_ms": 2861.8, "input_chars": 106, "returned_ms": 2865.7, "round_trip_ms": 3.9, "is_error": false }, { "name": "mcp__blender__get_objects_summary", "issued_ms": 3697.9, "input_chars": 2, "returned_ms": 3991.4, "round_trip_ms": 293.5, "is_error": false }, { "name": "mcp__blender__execute_blender_code", "issued_ms": 11672, "input_chars": 1643, "returned_ms": 11992, "round_trip_ms": 320, "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": 617.4, "result": { "subtype": "success", "is_error": false, "num_turns": 4, "duration_ms": 14517, "duration_api_ms": 13891, "total_cost_usd": 0.13546680000000003, "stop_reason": "end_turn", "models": [ "claude-opus-5-5" ], "usage": { "input_tokens": 8, "cache_creation_input_tokens": 9969, "cache_read_input_tokens": 139514, "output_tokens": 1389, "output_tokens_details": { "thinking_tokens": 45 }, "server_tool_use": { "web_search_requests": 0, "web_fetch_requests": 0 }, "service_tier": "standard", "cache_creation": { "ephemeral_1h_input_tokens": 9969, "ephemeral_5m_input_tokens": 0 }, "inference_geo": "global", "iterations": [ { "input_tokens": 2, "output_tokens": 298, "cache_read_input_tokens": 37425, "cache_creation_input_tokens": 1043, "cache_creation": { "ephemeral_5m_input_tokens": 0, "ephemeral_1h_input_tokens": 1043 }, "type": "message" } ], "speed": "standard", "fallback_credit": null }, "permission_denials": [], "reply": "I made all three changes to the Cube. I haven't rendered or viewed it, so I haven't checked how it looks.\n\n- **Bevel:** I added a Bevel modifier with a width of 2 cm and 3 segments. It's a modifier, so the mesh itself is unchanged and you can still adjust or remove it.\n- **Subdivision:** I added a Subdivision modifier after the Bevel, set to level 2 in both the viewport and the render.\n- **Brushed copper:** I created a new material called \"Brushed Copper\" and made it the cube's only material, replacing anything it had before. It's a fully metallic copper colour with roughness around 0.3. For the brushed look, a stretched noise pattern varies the roughness between 0.22 and 0.4 along the object's Z axis, and some anisotropy is added.\n\nIf you want the brush lines running a different way, change the Mapping node's Scale in the material." }, "provider_usage": { "input_tokens": 149491, "cached_input_tokens": 139514, "cache_write_input_tokens": 9969, "output_tokens": 1389, "reasoning_output_tokens": 45, "api_ms": 13891, "cost_usd": 0.13546680000000003, "models": [ "claude-opus-5-5" ], "turn_ms": 14517 }, "host_check": { "success": true, "passed": 5, "total": 5, "results": [ { "index": 0, "kind": "object", "label": "the default cube is still there (the factory scene is kept)", "passed": true, "details": { "found": [ "Cube" ], "types": [ "MESH" ] } }, { "index": 1, "kind": "bbox", "label": "the cube is where and as large as it was", "passed": true, "details": { "min": [ -1, -1, -1 ], "max": [ 1, 1, 1 ], "size": [ 2, 2, 2 ], "off": [] } }, { "index": 2, "kind": "bevel", "label": "edges bevelled 2 cm, 3 segments", "passed": true, "details": { "object": "Cube", "route": "modifier", "width": 0.02, "segments": 3 } }, { "index": 3, "kind": "modifier_settings", "label": "a Subdivision modifier at level 2", "passed": true, "details": { "object": "Cube", "modifier": "Subdivision", "values": { "levels": 2 } } }, { "index": 4, "kind": "surface", "label": "a brushed-copper material", "passed": true, "details": { "material": "Brushed Copper", "base_color": [ 0.955, 0.638, 0.538 ], "roughness": 0.3100000023841858, "metallic": 1, "emission": 0 } } ] }, "host_check_passed": true, "state_digest": "71d621894f4413dfa5daec01b78848644ad06ab4df103c82cdecf0804e4a970a", "context_mode": "OBJECT", "objects": [ "Camera", "Cube", "Light" ], "status": "completed", "grading_contract": 4, "uncached_input_tokens": 9977, "list_price_usd": 0.1056, "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": 5488.164, "send_to_idle_ms": 5489.592, "first_text_ms": null, "first_verified_result_ms": 5476.405, "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": 36194, "cached_input_tokens": 34543, "cache_write_input_tokens": 1649, "output_tokens": 293, "reasoning_output_tokens": 0, "api_ms": 4104, "cost_usd": 0.025969, "turn_ms": 4124, "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": 1651, "list_price_usd": 0.026, "list_price_basis": "model_profiles list prices, 1h cache writes" } ] }