SvelteBench Visualization

Top Models Leaderboard

Average pass@1 scores
Rank Model Score
1 anthropic/claude-opus-4.5 (OpenRouter)
100.0%
2 claude-sonnet-4-5 (Anthropic)
93.3%
3 kimi-k2-thinking-turbo (Moonshot)
92.2%
4 openrouter/sherlock-dash-alpha (OpenRouter)
92.2%
5 google/gemini-3-pro-preview (OpenRouter)
91.1%
6 moonshotai/kimi-k2-0905 (OpenRouter)
90.0%
7 claude-sonnet-4-20250514 (Anthropic)
90.0%
8 kimi-k2-thinking (Moonshot)
88.9%
9 gpt-5-chat-latest (OpenAI)
88.9%
10 kwaipilot/kat-coder-pro:free (OpenRouter)
88.9%
11 qwen/qwen3-max (OpenRouter)
88.9%
12 deepseek/deepseek-v3.2-exp (OpenRouter)
86.7%
13 gemini-2.5-pro (Google)
85.6%
14 gpt-5 (OpenAI)
85.6%
15 z-ai/glm-4.6 (OpenRouter)
84.4%
16 claude-haiku-4-5-20251001 (Anthropic)
84.4%
17 openai/gpt-5.1-chat (OpenRouter)
83.3%
18 openai/gpt-5.1 (OpenRouter)
80.0%
19 openrouter/sherlock-think-alpha (OpenRouter)
80.0%
20 x-ai/grok-4.1-fast (OpenRouter)
80.0%
21 minimax/minimax-m2 (OpenRouter)
75.6%
22 openrouter/polaris-alpha (OpenRouter)
73.3%
23 moonshotai/kimi-linear-48b-a3b-instruct (OpenRouter)
66.7%
24 gpt-5-codex (OpenAI)
47.8%
25 openai/gpt-5.1-codex (OpenRouter)
45.6%
26 gpt-5-mini (OpenAI)
23.3%
27 openai/gpt-5.1-codex-mini (OpenRouter)
16.7%
28 gpt-5-nano (OpenAI)
13.3%
29 qwen/qwen3-vl-8b-instruct (OpenRouter)
11.1%
30 deepcogito/cogito-v2-preview-llama-405b (OpenRouter)
10.0%

Note: Certain OpenAI thinking models (o3, o4) and gpt-5 do not support temperature adjustments (only default value of 1 is supported). Models with "-reasoning-" suffix (e.g., gpt-5-2025-08-07-reasoning-medium) will use the specified reasoning effort setting.

Errata: The "inspect" test has known correctness issues but is retained in the benchmark suite to maintain consistency and fairness in scoring across all evaluated models.

Test pass@1 pass@10 Passing Samples Errors Actions
counter 100% 100% 10/10 0
derived 100% 100% 10/10 0
derived-by 100% 100% 10/10 0
each 100% 100% 10/10 0
effect 100% 100% 10/10 0
hello-world 100% 100% 10/10 0
inspect 60% 100% 6/10 16
props 100% 100% 10/10 0
snippets 0% 0% 0/10 10
Test pass@1 pass@10 Passing Samples Errors Actions
counter 100% 100% 10/10 0
derived 100% 100% 10/10 0
derived-by 100% 100% 10/10 0
each 100% 100% 10/10 0
effect 100% 100% 10/10 0
hello-world 100% 100% 10/10 0
inspect 20% 100% 2/10 8
props 100% 100% 10/10 0
snippets 90% 100% 9/10 1
Test pass@1 pass@10 Passing Samples Errors Actions
counter 100% 100% 10/10 0
derived 100% 100% 10/10 0
derived-by 100% 100% 10/10 0
each 100% 100% 10/10 0
effect 100% 100% 10/10 0
hello-world 100% 100% 10/10 0
inspect 40% 100% 4/10 6
props 100% 100% 10/10 0
snippets 100% 100% 10/10 0
Test pass@1 pass@10 Passing Samples Errors Actions
counter 100% 100% 10/10 0
derived 100% 100% 10/10 0
derived-by 100% 100% 10/10 0
each 100% 100% 10/10 0
effect 100% 100% 10/10 0
hello-world 100% 100% 10/10 0
inspect 0% 0% 0/10 10
props 100% 100% 10/10 0
snippets 70% 100% 7/10 3
Test pass@1 pass@10 Passing Samples Errors Actions
counter 100% 100% 10/10 0
derived 100% 100% 10/10 0
derived-by 100% 100% 10/10 0
each 90% 100% 9/10 1
effect 100% 100% 10/10 0
hello-world 100% 100% 10/10 0
inspect 10% 100% 1/10 9
props 100% 100% 10/10 0
snippets 100% 100% 10/10 0
Test pass@1 pass@10 Passing Samples Errors Actions
counter 100% 100% 10/10 0
derived 100% 100% 10/10 0
derived-by 100% 100% 10/10 0
each 100% 100% 10/10 0
effect 100% 100% 10/10 0
hello-world 100% 100% 10/10 0
inspect 30% 100% 3/10 7
props 100% 100% 10/10 0
snippets 100% 100% 10/10 0
Test pass@1 pass@10 Passing Samples Errors Actions
counter 100% 100% 10/10 0
derived 90% 100% 9/10 1
derived-by 90% 100% 9/10 1
each 100% 100% 10/10 0
effect 100% 100% 10/10 0
hello-world 100% 100% 10/10 0
inspect 0% 0% 0/10 18
props 100% 100% 10/10 0
snippets 90% 100% 9/10 1
Test pass@1 pass@10 Passing Samples Errors Actions
counter 100% 100% 10/10 0
derived 100% 100% 10/10 0
derived-by 100% 100% 10/10 0
each 100% 100% 10/10 0
effect 100% 100% 10/10 0
hello-world 100% 100% 10/10 0
inspect 100% 100% 10/10 0
props 100% 100% 10/10 0
snippets 0% 0% 0/10 10
Test pass@1 pass@10 Passing Samples Errors Actions
counter 60% 100% 6/10 10
derived 40% 100% 4/10 6
derived-by 30% 100% 3/10 7
each 70% 100% 7/10 3
effect 20% 100% 2/10 9
hello-world 100% 100% 10/10 0
inspect 0% 0% 0/10 10
props 40% 100% 4/10 6
snippets 70% 100% 7/10 3
Test pass@1 pass@10 Passing Samples Errors Actions
counter 50% 100% 5/10 5
derived 0% 0% 0/10 10
derived-by 0% 0% 0/10 10
each 50% 100% 5/10 5
effect 0% 0% 0/10 11
hello-world 90% 100% 9/10 1
inspect 20% 100% 2/10 10
props 0% 0% 0/10 10
snippets 0% 0% 0/10 10
Test pass@1 pass@10 Passing Samples Errors Actions
counter 20% 100% 2/10 8
derived 0% 0% 0/10 13
derived-by 0% 0% 0/10 10
each 0% 0% 0/10 10
effect 0% 0% 0/10 11
hello-world 100% 100% 10/10 0
inspect 0% 0% 0/10 12
props 0% 0% 0/10 10
snippets 0% 0% 0/10 18
Test pass@1 pass@10 Passing Samples Errors Actions
counter 100% 100% 10/10 0
derived 100% 100% 10/10 0
derived-by 100% 100% 10/10 0
each 100% 100% 10/10 0
effect 100% 100% 10/10 0
hello-world 100% 100% 10/10 0
inspect 100% 100% 10/10 0
props 100% 100% 10/10 0
snippets 100% 100% 10/10 0
Test pass@1 pass@10 Passing Samples Errors Actions
counter 0% 0% 0/10 10
derived 0% 0% 0/10 10
derived-by 0% 0% 0/10 10
each 0% 0% 0/10 10
effect 0% 0% 0/10 11
hello-world 90% 100% 9/10 1
inspect 0% 0% 0/10 10
props 0% 0% 0/10 10
snippets 0% 0% 0/10 12
Test pass@1 pass@10 Passing Samples Errors Actions
counter 90% 100% 9/10 1
derived 80% 100% 8/10 2
derived-by 100% 100% 10/10 0
each 100% 100% 10/10 0
effect 100% 100% 10/10 0
hello-world 100% 100% 10/10 0
inspect 20% 100% 2/10 8
props 100% 100% 10/10 0
snippets 90% 100% 9/10 3
Test pass@1 pass@10 Passing Samples Errors Actions
counter 100% 100% 10/10 0
derived 100% 100% 10/10 0
derived-by 100% 100% 10/10 0
each 100% 100% 10/10 0
effect 100% 100% 10/10 0
hello-world 100% 100% 10/10 0
inspect 20% 100% 2/10 8
props 100% 100% 10/10 0
snippets 100% 100% 10/10 0
Test pass@1 pass@10 Passing Samples Errors Actions
counter 100% 100% 10/10 0
derived 100% 100% 10/10 0
derived-by 100% 100% 10/10 0
each 100% 100% 10/10 0
effect 100% 100% 10/10 0
hello-world 100% 100% 10/10 0
inspect 90% 100% 9/10 1
props 70% 100% 7/10 3
snippets 40% 100% 4/10 8
Test pass@1 pass@10 Passing Samples Errors Actions
counter 80% 100% 8/10 8
derived 80% 100% 8/10 4
derived-by 100% 100% 10/10 0
each 80% 100% 8/10 3
effect 100% 100% 10/10 0
hello-world 100% 100% 9/9 0
inspect 30% 100% 3/10 10
props 70% 100% 7/10 6
snippets 40% 100% 4/10 8
Test pass@1 pass@10 Passing Samples Errors Actions
counter 100% 100% 10/10 0
derived 100% 100% 10/10 0
derived-by 90% 100% 9/10 1
each 100% 100% 10/10 0
effect 100% 100% 10/10 0
hello-world 100% 100% 10/10 0
inspect 40% 100% 4/10 6
props 80% 100% 8/10 3
snippets 100% 100% 10/10 0
Test pass@1 pass@10 Passing Samples Errors Actions
counter 100% 100% 10/10 0
derived 100% 100% 10/10 0
derived-by 70% 100% 7/10 3
each 30% 100% 3/10 7
effect 50% 100% 5/10 6
hello-world 90% 100% 9/10 1
inspect 60% 100% 6/10 4
props 60% 100% 6/10 5
snippets 40% 100% 4/10 7
Test pass@1 pass@10 Passing Samples Errors Actions
counter 100% 100% 10/10 0
derived 80% 100% 8/10 2
derived-by 100% 100% 10/10 0
each 100% 100% 10/10 0
effect 100% 100% 10/10 0
hello-world 80% 100% 8/10 2
inspect 30% 100% 3/10 15
props 90% 100% 9/10 1
snippets 40% 100% 4/10 6
Test pass@1 pass@10 Passing Samples Errors Actions
counter 90% 100% 9/10 1
derived 100% 100% 10/10 0
derived-by 80% 100% 8/10 4
each 100% 100% 10/10 0
effect 100% 100% 10/10 0
hello-world 100% 100% 10/10 0
inspect 80% 100% 8/10 5
props 90% 100% 9/10 1
snippets 10% 100% 1/10 9
Test pass@1 pass@10 Passing Samples Errors Actions
counter 80% 100% 8/10 2
derived 30% 100% 3/10 7
derived-by 10% 100% 1/10 9
each 70% 100% 7/10 3
effect 20% 100% 2/10 8
hello-world 100% 100% 10/10 0
inspect 0% 0% 0/10 10
props 50% 100% 5/10 10
snippets 50% 100% 5/10 5
Test pass@1 pass@10 Passing Samples Errors Actions
counter 30% 100% 3/10 7
derived 0% 0% 0/10 10
derived-by 0% 0% 0/10 14
each 50% 100% 5/10 6
effect 20% 100% 2/10 12
hello-world 50% 100% 5/10 5
inspect 0% 0% 0/10 10
props 0% 0% 0/10 10
snippets 0% 0% 0/10 10
Test pass@1 pass@10 Passing Samples Errors Actions
counter 100% 100% 10/10 0
derived 90% 100% 9/10 1
derived-by 90% 100% 9/10 1
each 100% 100% 10/10 0
effect 100% 100% 10/10 0
hello-world 100% 100% 10/10 0
inspect 0% 0% 0/10 13
props 80% 100% 8/10 5
snippets 0% 0% 0/10 10
Test pass@1 pass@10 Passing Samples Errors Actions
counter 100% 100% 10/10 0
derived 100% 100% 10/10 0
derived-by 100% 100% 10/10 0
each 100% 100% 10/10 0
effect 100% 100% 10/10 0
hello-world 100% 100% 10/10 0
inspect 80% 100% 8/10 8
props 100% 100% 10/10 0
snippets 50% 100% 5/10 10
Test pass@1 pass@10 Passing Samples Errors Actions
counter 100% 100% 10/10 0
derived 100% 100% 10/10 0
derived-by 70% 100% 7/10 7
each 100% 100% 10/10 0
effect 90% 100% 9/10 2
hello-world 100% 100% 10/10 0
inspect 0% 0% 0/10 34
props 100% 100% 10/10 0
snippets 60% 100% 6/10 4
Test pass@1 pass@10 Passing Samples Errors Actions
counter 100% 100% 10/10 0
derived 100% 100% 10/10 0
derived-by 100% 100% 10/10 0
each 100% 100% 9/9 0
effect 100% 100% 10/10 0
hello-world 100% 100% 10/10 0
inspect 90% 100% 9/10 1
props 100% 100% 10/10 0
snippets 10% 100% 1/10 9
Test pass@1 pass@10 Passing Samples Errors Actions
counter 0% 0% 0/10 10
derived 0% 0% 0/10 10
derived-by 0% 0% 0/10 10
each 0% 0% 0/10 10
effect 0% 0% 0/10 10
hello-world 100% 100% 10/10 0
inspect 0% 0% 0/10 10
props 0% 0% 0/10 10
snippets 0% 0% 0/10 10
Test pass@1 pass@10 Passing Samples Errors Actions
counter 100% 100% 10/10 0
derived 100% 100% 10/10 0
derived-by 100% 100% 10/10 0
each 100% 100% 10/10 0
effect 60% 100% 6/10 7
hello-world 100% 100% 10/10 0
inspect 0% 0% 0/10 31
props 90% 100% 9/10 2
snippets 70% 100% 7/10 3
Test pass@1 pass@10 Passing Samples Errors Actions
counter 100% 100% 10/10 0
derived 40% 100% 4/10 12
derived-by 100% 100% 10/10 0
each 100% 100% 10/10 0
effect 100% 100% 10/10 0
hello-world 100% 100% 10/10 0
inspect 30% 100% 3/10 7
props 100% 100% 10/10 0
snippets 90% 100% 9/10 1