BlenderWorld: Benchmarking Visual Agents for 3D Creation from Real-World References (text-only subset) (BlenderWorld (text-only))
We show this table for reference; we do not rank on it.
The 78 text-brief tasks of BlenderWorld, a benchmark where agents work inside Blender to turn real-world 3D creation requests into editable Blender projects and requested exports.
Benchmark score on BlenderWorld (text-only) — November 13, 2026
We compile the BlenderWorld (text-only) rows from provider self-reports. Claude Opus 5.5 leads the table at 86.1%, followed by GPT-6.1 Sol (85.3%) and DeepSeek V4.1 Flash 1017 (79.2%). We do not use these results to rank models overall.
Claude Opus 5.5
Anthropic
Lab-reported, from another publisher’s documentGPT-6.1 Sol
OpenAI
Lab-reported, from another publisher’s documentDeepSeek V4.1 Flash 1017
DeepSeek
Lab-reported, from another publisher’s document7 modelsCodingCurrentDisplay onlyUpdated November 13, 2026
Benchmark score table (7 models)
None of the 7 results on this page has a documented run by the benchmark or an independent evaluator: 1 reported by the lab that built the model and 6 reported in another publisher’s document.
| Rank | Model / configuration | Score | Who ran it | Parameters (B) | Open / closed |
|---|---|---|---|---|---|
| 1 | Claude Opus 5.5AnthropicLab-reported, from another publisher’s document | 86.1% | Lab-reported, from another publisher’s document | Not reported | Closed |
| 2 | GPT-6.1 SolOpenAILab-reported, from another publisher’s document | 85.3% | Lab-reported, from another publisher’s document | Not reported | Closed |
| 3 | DeepSeek V4.1 Flash 1017DeepSeekLab-reported, from another publisher’s document | 79.2% | Lab-reported, from another publisher’s document | Not reported | Open |
| 4 | ERNIE 5.5 Flash PreviewBaiduReported by Baidu | 79.0% | Reported by Baidu | Not reported | Pending |
| 5 | Hy4TencentLab-reported, from another publisher’s document | 76.8% | Lab-reported, from another publisher’s document | Not reported | Pending |
| 6 | GLM-5.3-FlashZ.AILab-reported, from another publisher’s document | 71.4% | Lab-reported, from another publisher’s document | Not reported | Open |
| 7 | GLM-5.3Z.AILab-reported, from another publisher’s document | 69.7% | Lab-reported, from another publisher’s document | Not reported | Open |
- Lab-reported
- Benchmark-run
- Independent
How to read this leaderboard
Operator receipt: 7 sourced rows are currently displayable on this page; the leading published row is Claude Opus 5.5 at 86.1%.
Honest limit: Covers only the text-brief tasks, uses an LLM judge chosen by the lab that ran it, and Baidu's harness gives text-only models image understanding through a Claude Opus 5.5 tool.
Among the reported BlenderWorld (text-only) rows, Claude Opus 5.5 is first at 86.1%. The third row is 6.9 points behind. The broader top-10 range is 16.4 points, so the table still separates the published systems.
7 models have been evaluated on BlenderWorld (text-only). The benchmark falls in the Coding category. We keep these results separate from the weighted global scoring system, so they remain source-specific evidence. BlenderWorld (text-only) is currently displayed for reference but excluded from the scoring formula, so it does not directly affect overall rankings.
About BlenderWorld (text-only)
Year
2026
Tasks
78 text-brief 3D creation tasks in Blender
Format
Task score (0-100), half rubric and half visual quality
Difficulty
Long-horizon 3D modeling and scene building
BlenderWorld (October 2026, Alibaba's Qwen team with Zhejiang University, CUHK, Fudan and NTU) has 223 tasks and 2,651 binary criteria across products, architecture, environments, characters, animation and scientific visualization; 78 tasks give a text brief only and the rest add images or video. Each task score combines rubric satisfaction and quality across eight visual dimensions. Baidu reports ERNIE 5.5 Flash Preview at 79.0 on the text-only subset in its November 2026 launch, with Claude Code 2.1.220, Blender 4.2.10, a 24-hour timeout and Qwen3.8-Max as judge, next to its own runs of Claude Opus 5.5 (86.1), GPT-6.1 Sol (85.3), DeepSeek V4.1 Flash 1017 (79.2), Hy4 (76.8), GLM-5.3-Flash (71.4) and GLM-5.3 (69.7). BenchLM stores these Baidu-run rows as display-only; the official BlenderWorld leaderboard's text column comes from the authors' own runs and is not mixed in.
Freshness and provenance
Version
BlenderWorld (text-only) 2026
Refresh cadence
Quarterly
Staleness state
Current
Question availability
Public benchmark set
BenchLM uses freshness metadata to decide whether a benchmark should still be treated as a strong differentiator, a benchmark to watch, or a display-only reference. For the full scoring policy, see the BenchLM methodology page.
Questions
What does BlenderWorld (text-only) measure?
The 78 text-brief tasks of BlenderWorld, a benchmark where agents work inside Blender to turn real-world 3D creation requests into editable Blender projects and requested exports.
Which model scores highest on BlenderWorld (text-only)?
Claude Opus 5.5 by Anthropic currently leads with a score of 86.1% on BlenderWorld (text-only).
How many models are evaluated on BlenderWorld (text-only)?
7 AI models have published results on BlenderWorld (text-only) in the BenchLM catalog.
Compare top models on BlenderWorld (text-only)
Know when it’s worth switching models
The model to choose, the cheaper alternative, and the release we would wait on.
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