SvelteBench Visualization

GitHub View Raw Results → v1 Results

Top Models Leaderboard

Average pass@1 scores
Rank Model Score
1 claude-opus-4-6 (Anthropic)
100.0%
2 claude-opus-4-7 (Anthropic)
100.0%
3 claude-sonnet-4-6 (Anthropic)
100.0%
4 gemini-3.1-pro-preview (Google)
100.0%
5 gemma-4-31b-it (Google)
100.0%
6 anthropic/claude-opus-4.5 (OpenRouter)
100.0%
7 nex-agi/nex-n2-pro:free (OpenRouter)
98.9%
8 qwen/qwen3.5-plus-20260420 (OpenRouter)
98.9%
9 qwen/qwen3.6-max-preview (OpenRouter)
98.9%
10 qwen/qwen3.6-plus-preview:free (OpenRouter)
98.9%
11 gpt-5.2 (OpenAI)
97.8%
12 gpt-5.5 (OpenAI)
97.8%
13 qwen/qwen3.7-max (OpenRouter)
97.8%
14 qwen/qwen3.7-plus (OpenRouter)
97.8%
15 xiaomi/mimo-v2.5-pro (OpenRouter)
97.8%
16 gpt-5.3-codex (OpenAI)
96.7%
17 minimax/minimax-m3 (OpenRouter)
96.7%
18 glm-5.2 (Z.ai)
96.7%
19 gpt-5.4 (OpenAI)
95.6%
20 minimax/minimax-m2.5 (OpenRouter)
95.6%
21 gemini-3-flash-preview (Google)
94.4%
22 gpt-5.3-chat-latest (OpenAI)
94.4%
23 openrouter/pony-alpha (OpenRouter)
94.4%
24 x-ai/grok-build-0.1 (OpenRouter)
94.4%
25 grok-4.3 (xAI)
94.4%
26 claude-sonnet-4-5 (Anthropic)
93.3%
27 openrouter/healer-alpha (OpenRouter)
93.3%
28 xiaomi/mimo-v2-flash:free (OpenRouter)
93.3%
29 xiaomi/mimo-v2-omni (OpenRouter)
93.3%
30 xiaomi/mimo-v2-pro (OpenRouter)
93.3%
31 gemma-4-26b-a4b-it (Google)
92.2%
32 kimi-k2-thinking-turbo (Moonshot)
92.2%
33 openrouter/sherlock-dash-alpha (OpenRouter)
92.2%
34 poolside/laguna-xs.2:free (OpenRouter)
92.2%
35 qwen/qwen3.5-27b (OpenRouter)
92.2%
36 openrouter/owl-alpha (OpenRouter)
92.2%
37 z-ai/glm-5-turbo (OpenRouter)
92.2%
38 stepfun/step-3.7-flash (OpenRouter)
91.1%
39 deepseek/deepseek-v3.2 (OpenRouter)
91.1%
40 deepseek/deepseek-v4-pro (OpenRouter)
91.1%
41 kwaipilot/kat-coder-pro-v2 (OpenRouter)
91.1%
42 openrouter/hunter-alpha (OpenRouter)
91.1%
43 qwen/qwen3.5-122b-a10b (OpenRouter)
91.1%
44 glm-5.1 (Z.ai)
91.1%
45 moonshotai/kimi-k2-0905 (OpenRouter)
90.0%
46 moonshotai/kimi-k2.7-code (OpenRouter)
90.0%
47 claude-sonnet-4-20250514 (Anthropic)
90.0%
48 gemini-3-pro-preview (Google)
90.0%
49 moonshotai/kimi-k2.5 (OpenRouter)
90.0%
50 kimi-k2-thinking (Moonshot)
88.9%
51 gpt-5-chat-latest (OpenAI)
88.9%
52 kwaipilot/kat-coder-pro:free (OpenRouter)
88.9%
53 minimax/minimax-m2.1 (OpenRouter)
88.9%
54 minimax/minimax-m2.7 (OpenRouter)
88.9%
55 mistralai/mistral-large-2512 (OpenRouter)
88.9%
56 qwen/qwen3-max (OpenRouter)
88.9%
57 qwen/qwen3.5-397b-a17b (OpenRouter)
88.9%
58 qwen/qwen3.5-plus-02-15 (OpenRouter)
88.9%
59 qwen/qwen3.6-27b (OpenRouter)
88.9%
60 grok-4.20-experimental-beta-0304-non-reasoning (xAI)
88.9%
61 grok-code-fast-1 (xAI)
88.9%
62 glm-5 (Z.ai)
88.9%
63 gpt-5.2-codex (OpenAI)
87.8%
64 deepseek/deepseek-v3.2-speciale (OpenRouter)
87.8%
65 deepseek/deepseek-v4-flash (OpenRouter)
87.8%
66 xiaomi/mimo-v2.5 (OpenRouter)
87.8%
67 z-ai/glm-4.7 (OpenRouter)
87.8%
68 grok-4.20-experimental-beta-0304-reasoning (xAI)
87.8%
69 gemini-3.1-flash-lite (Google)
86.7%
70 deepseek/deepseek-v3.2-exp (OpenRouter)
86.7%
71 qwen/qwen3.6-flash (OpenRouter)
86.7%
72 gemini-2.5-pro (Google)
85.6%
73 gemini-3.5-flash (Google)
85.6%
74 gpt-5 (OpenAI)
85.6%
75 nvidia/nemotron-3-ultra-550b-a55b:free (OpenRouter)
84.4%
76 qwen/qwen3.6-35b-a3b (OpenRouter)
84.4%
77 tencent/hy3-preview:free (OpenRouter)
84.4%
78 z-ai/glm-4.6 (OpenRouter)
84.4%
79 z-ai/glm-5v-turbo (OpenRouter)
84.4%
80 claude-haiku-4-5-20251001 (Anthropic)
84.4%
81 gemini-3.1-flash-lite-preview (Google)
84.4%
82 kimi-k2.6 (Moonshot)
84.4%
83 openai/gpt-5.4-mini (OpenRouter)
83.3%
84 gpt-5.1-chat-latest (OpenAI)
83.3%
85 openai/gpt-5.1-chat (OpenRouter)
83.3%
86 bytedance-seed/seed-2.0-lite (OpenRouter)
80.0%
87 openai/gpt-5.1 (OpenRouter)
80.0%
88 openrouter/sherlock-think-alpha (OpenRouter)
80.0%
89 poolside/laguna-m.1:free (OpenRouter)
80.0%
90 stepfun/step-3.5-flash:free (OpenRouter)
80.0%
91 x-ai/grok-4.1-fast (OpenRouter)
80.0%
92 qwen/qwen3.5-flash-02-23 (OpenRouter)
80.0%
93 bytedance-seed/seed-2.0-mini (OpenRouter)
78.9%
94 qwen/qwen3-max-thinking (OpenRouter)
78.9%
95 qwen/qwen3.5-35b-a3b (OpenRouter)
77.8%
96 bytedance-seed/seed-1.6 (OpenRouter)
76.7%
97 minimax/minimax-m2 (OpenRouter)
75.6%
98 inclusionai/ring-2.6-1t:free (OpenRouter)
74.3%
99 openrouter/polaris-alpha (OpenRouter)
73.3%
100 qwen/qwen3-coder-next (OpenRouter)
71.1%
101 nvidia/nemotron-3-super-120b-a12b:free (OpenRouter)
70.0%
102 mistralai/mistral-small-2603 (OpenRouter)
68.9%
103 gpt-5.1-codex-max (OpenAI)
67.8%
104 moonshotai/kimi-linear-48b-a3b-instruct (OpenRouter)
66.7%
105 cohere/north-mini-code:free (OpenRouter)
64.4%
106 openai/gpt-5.4-nano (OpenRouter)
63.3%
107 z-ai/glm-4.7-flash (OpenRouter)
60.0%
108 amazon/nova-2-lite-v1:free (OpenRouter)
56.7%
109 prime-intellect/intellect-3 (OpenRouter)
55.6%
110 inclusionai/ling-2.6-1T:free (OpenRouter)
51.4%
111 arcee-ai/trinity-large-thinking (OpenRouter)
50.0%
112 mistralai/devstral-2512:free (OpenRouter)
50.0%
113 gpt-5-codex (OpenAI)
47.8%
114 openai/gpt-5.1-codex (OpenRouter)
45.6%
115 inception/mercury-2 (OpenRouter)
44.4%
116 qwen/qwen3.5-9b (OpenRouter)
42.2%
117 bytedance-seed/seed-1.6-flash (OpenRouter)
35.6%
118 openrouter/aurora-alpha (OpenRouter)
34.4%
119 essentialai/rnj-1-instruct (OpenRouter)
30.0%
120 gpt-5-mini (OpenAI)
23.3%
121 arcee-ai/trinity-large-preview:free (OpenRouter)
23.3%
122 mistralai/ministral-3b-2512 (OpenRouter)
22.2%
123 upstage/solar-pro-3:free (OpenRouter)
20.0%
124 nvidia/nemotron-3-nano-30b-a3b:free (OpenRouter)
18.9%
125 ibm-granite/granite-4.1-8b (OpenRouter)
16.7%
126 openai/gpt-5.1-codex-mini (OpenRouter)
16.7%
127 inclusionai/ling-2.6-flash:free (OpenRouter)
16.1%
128 openrouter/elephant-alpha (OpenRouter)
15.6%
129 gpt-5-nano (OpenAI)
13.3%
130 liquid/lfm-2-24b-a2b (OpenRouter)
13.3%
131 qwen/qwen3-vl-8b-instruct (OpenRouter)
11.1%
132 deepcogito/cogito-v2-preview-llama-405b (OpenRouter)
10.0%
133 afm-3-core (Apple)
8.9%
134 mistralai/ministral-8b-2512 (OpenRouter)
6.7%
135 mistralai/ministral-14b-2512 (OpenRouter)
3.3%
136 allenai/olmo-3.1-32b-instruct (OpenRouter)
2.2%
137 allenai/olmo-3.1-32b-think:free (OpenRouter)
0.0%

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.

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Test pass@1 pass@10 Passing Samples Errors Actions
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hello-world 80% 100% 8/10 4
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Test pass@1 pass@10 Passing Samples Errors Actions
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hello-world 100% 100% 10/10 0
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Test pass@1 pass@10 Passing Samples Errors Actions
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hello-world 100% 100% 10/10 0
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hello-world 100% 100% 10/10 0
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props 10% 100% 1/10 9
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hello-world 100% 100% 10/10 0
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hello-world 100% 100% 10/10 0
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props 90% 100% 9/10 1
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hello-world 100% 100% 10/10 0
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props 70% 100% 7/10 3
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hello-world 90% 100% 9/10 1
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snippets 90% 100% 9/10 1
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hello-world 60% 100% 6/10 6
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inspect 30% 100% 3/10 7
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props 0% 0% 0/10 13
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Test pass@1 pass@10 Passing Samples Errors Actions
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hello-world 80% 100% 8/10 2
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hello-world 90% 100% 9/10 1
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hello-world 40% 100% 4/10 6
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hello-world 60% 100% 6/10 5
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hello-world 90% 100% 9/10 1
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snippets 20% 100% 2/10 8
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snippets 80% 100% 8/10 4
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hello-world 100% 100% 10/10 0
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inspect 30% 100% 3/10 10
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props 90% 100% 9/10 2
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hello-world 100% 100% 10/10 0
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inspect 20% 100% 2/10 8
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snippets 80% 100% 8/10 2
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hello-world 100% 100% 10/10 0
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inspect 30% 100% 3/10 7
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hello-world 100% 100% 10/10 0
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inspect 80% 100% 8/10 2
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snippets 90% 100% 9/10 1
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