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Furniture assembly leaderboard

Claude Opus 5.5 leads
83.3%
models measured
33
lead over #2
+3.3 pts
median
38.3%

Leader on Furniture assembly · read October 21

  1. 83.3% Claude Opus 5.5
  2. 80.0% GPT-6.1 Sol
  3. 80.0% GPT-6 Astra

On October 21, 2026, 33 of our catalog's models had a Furniture assembly result, and Anthropic Claude Opus 5.5 led with 83.3%.

Epoch AI collects its results; its benchmarking hub describes the tasks and links the authors.

Role in the index

We collect this benchmark and show it as supporting evidence. It is not part of the Vibe Coding Index, because it measures something other than coding and the index is about coding. Read the methodology

Furniture assembly results for models in the catalog
# Model Result Evidence Coding index Output $/Mtok
1 Claude Opus 5.5Anthropic 83.3% 92.2 $20.00
2 GPT-6 AstraOpenAI 80.0% 88.7 $50.00
3 GPT-6.1 SolOpenAI 80.0% 88.7 $10.00
4 Claude Sonnet 5.5Anthropic 75.0% 88.9 $10.00
5 Gemini 4 ArgonGoogle 72.5% 80.5 $10.00
6 Claude Fable 5.1Anthropic 70.0% 89.1 $50.00
7 Claude Opus 5Anthropic 60.8% 81.8 $25.00
8 GPT-6 SolOpenAI 58.3% 82.8 $10.00
9 GPT-5.6 SolOpenAI 56.7% 76.7 $20.00
10 GPT-5.6 TerraOpenAI 54.2% 69.0 $12.00
11 Claude Haiku 5.5Anthropic 47.5% 75.9 $0.50
12 GPT-5.5OpenAI 44.2% 67.8 $30.00
13 GPT-6 LunaOpenAI 44.2% 71.4 $0.50
14 Claude Opus 4.8Anthropic 42.5% 66.0 $25.00
15 GPT-5.6 LunaOpenAI 42.5% 61.5 $1.20
16 Grok 4.6xAI 40.0% 76.4 $6.00
17 GPT-5.2OpenAI 38.3% 58.9 $14.00
18 GPT-5.4OpenAI 37.5% 37.7 $15.00
19 Claude Fable 5Anthropic 35.8% 82.1 $50.00
20 DeepSeek V4.1 FlashDeepSeek 34.2% 77.2 $0.525
21 Kimi K3Moonshot AI 34.2% 61.8 $11.936
22 Claude Opus 4.7Anthropic 33.3% 51.1 $25.00
23 Gemini 3.8 FlashGoogle 31.7% 70.5 $4.125
24 Claude Opus 4.5Anthropic 28.3% 66.8 $25.00
25 Claude Opus 4.6Anthropic 28.3% 66.9 $25.00
26 Gemini 3.1 Pro PreviewGoogle 26.7% 35.3 $12.00
27 Gemini 3.7 FlashGoogle 26.7% 69.9 $3.75
28 Gemini 3.6 FlashGoogle 23.3% 48.3 $3.75
29 Grok 4.5xAI 22.5% 75.5 $6.00
30 Kimi K2.6Moonshot AI 21.7% 44.2 $3.41
31 Mistral Large 4Mistral AI 20.8% 55.3 $4.18
32 Grok 4.7xAI 20.8% 75.0 $6.00
33 Qwen3.8 Max (0902)Qwen 20.0% 63.5 $6.00

Only models in our catalog are listed, and each appears once with its best published run. 197 rows were read from the source on October 21, 2026, and rows that match no catalog model are left out.