SvelteBench Visualization

GitHub View Raw Results → v1 Results

Top Models Leaderboard

Average pass@1 scores
Rank Model
1 claude-opus-4-6 (Anthropic)
100.0%
— —
2 claude-opus-4-7 (Anthropic)
100.0%
— —
3 claude-opus-4-8 (Anthropic)
100.0%
— —
4 claude-sonnet-4-6 (Anthropic)
100.0%
— —
5 claude-sonnet-5 (Anthropic)
100.0%
— —
6 claude-sonnet-5-5 (Anthropic)
100.0%
— —
7 gemini-3.1-pro-preview (Google)
100.0%
— —
8 gemini-3.5-flash-lite (Google)
100.0%
— —
9 gemini-3.7-flash (Google)
100.0%
— —
10 gemini-4-argon (Google)
100.0%
— —
11 gemma-4-31b-it (Google)
100.0%
— —
12 gpt-5.3-codex (OpenAI)
100.0%
— —
13 gpt-5.4 (OpenAI)
100.0%
— —
14 gpt-5.5 (OpenAI)
100.0%
— —
15 gpt-5.6-luna (OpenAI)
100.0%
— —
16 gpt-6-astra (OpenAI)
100.0%
— —
17 gpt-6-luna (OpenAI)
100.0%
— —
18 gpt-6-sol (OpenAI)
100.0%
— —
19 gpt-6.1-sol (OpenAI)
100.0%
— —
20 anthropic/claude-opus-4.5 (OpenRouter)
100.0%
— —
21 deepseek/deepseek-v4.1-flash (OpenRouter)
100.0%
— —
22 deepseek/deepseek-v4.1-flash-1017 (OpenRouter)
100.0%
— —
23 google/gemini-3.8-flash (OpenRouter)
100.0%
— —
24 openrouter/pareto-code (OpenRouter)
100.0%
— —
25 sakana/fugu-max (OpenRouter)
100.0%
— —
26 sakana/fugu-ultra-v2 (OpenRouter)
100.0%
— —
27 unbiased/pareto (OpenRouter)
100.0%
— —
28 z-ai/glm-5.3-flashx (OpenRouter)
100.0%
— —
29 Beam-1.0-501B-A23B (Reflection)
100.0%
— —
30 grok-4.5 (xAI)
100.0%
— —
31 grok-4.6 (xAI)
100.0%
— —
32 gemini-3.6-flash (Google)
98.9%
— —
33 nex-agi/nex-n2-pro:free (OpenRouter)
98.9%
— —
34 nex-agi/nex-n2.5-pro:free (OpenRouter)
98.9%
— —
35 qwen/qwen3.5-plus-20260420 (OpenRouter)
98.9%
— —
36 qwen/qwen3.6-max-preview (OpenRouter)
98.9%
— —
37 qwen/qwen3.6-plus-preview:free (OpenRouter)
98.9%
— —
38 z-ai/glm-5.3-flash (OpenRouter)
98.9%
— —
39 grok-4.7 (xAI)
98.9%
— —
40 kimi-k3 (Moonshot)
97.8%
— —
41 gpt-5.2 (OpenAI)
97.8%
— —
42 qwen/qwen3.7-max (OpenRouter)
97.8%
— —
43 qwen/qwen3.7-plus (OpenRouter)
97.8%
— —
44 qwen/qwen3.8-2.4t-a95b (OpenRouter)
97.8%
— —
45 stealth/ox-alpha (OpenRouter)
97.8%
— —
46 xiaomi/mimo-v2.5-pro (OpenRouter)
97.8%
— —
47 gpt-5.6-terra (OpenAI)
96.7%
— —
48 inclusionai/ling-3.0-flash-sante:free (OpenRouter)
96.7%
— —
49 minimax/minimax-m3 (OpenRouter)
96.7%
— —
50 unbiased/pareto-26.9 (OpenRouter)
96.7%
— —
51 glm-5.2 (Z.ai)
96.7%
— —
52 deepseek/deepseek-v4-flash-0731 (OpenRouter)
96.3%
— —
53 claude-haiku-5-5 (Anthropic)
95.6%
— —
54 composer-2 (Cursor)
95.6%
— —
55 gpt-5.3-chat-latest (OpenAI)
95.6%
— —
56 gpt-5.6-sol (OpenAI)
95.6%
— —
57 minimax/minimax-m2.5 (OpenRouter)
95.6%
— —
58 poolside/laguna-xs.2:free (OpenRouter)
95.6%
— —
59 qwen/qwen3.8-max (OpenRouter)
95.6%
— —
60 unbiased/pareto-26.10-preview (OpenRouter)
95.6%
— —
61 xiaomi/mimo-v2-omni (OpenRouter)
95.6%
— —
62 gemini-3-flash-preview (Google)
94.4%
— —
63 meta/muse-spark-1.3 (OpenRouter)
94.4%
— —
64 meta/muse-spark-1.3-contributor (OpenRouter)
94.4%
— —
65 openrouter/healer-alpha (OpenRouter)
94.4%
— —
66 openrouter/pony-alpha (OpenRouter)
94.4%
— —
67 x-ai/grok-build-0.1 (OpenRouter)
94.4%
— —
68 xiaomi/mimo-v2-pro (OpenRouter)
94.4%
— —
69 z-ai/glm-5.3 (OpenRouter)
94.4%
— —
70 grok-4.3 (xAI)
94.4%
— —
71 claude-opus-5-5 (Anthropic)
93.3%
— —
72 claude-sonnet-4-5 (Anthropic)
93.3%
— —
73 qwen3.6:27b-coding-mtp-q4_K_M (Ollama)
93.3%
9.1 tok/s
~9m 27s* 5,175 tok
74 gemma4:31b-it-q4_K_M (Ollama)
93.3%
3.6 tok/s
~2m 48s* 603 tok
75 qwen/qwen3.5-27b (OpenRouter)
93.3%
— —
76 xiaomi/mimo-v2-flash:free (OpenRouter)
93.3%
— —
77 thinkingmachines/inkling-small (OpenRouter)
92.8%
— —
78 gemma-4-26b-a4b-it (Google)
92.2%
— —
79 muse-spark-1.1 (Meta)
92.2%
— —
80 kimi-k2-thinking-turbo (Moonshot)
92.2%
— —
81 flint:40b-a2b-gguf-nvfp4 (Ollama)
92.2%
27.6 tok/s
~1m 3s* 1,726 tok
82 kwaipilot/kat-coder-pro-v2 (OpenRouter)
92.2%
— —
83 openrouter/owl-alpha (OpenRouter)
92.2%
— —
84 openrouter/sherlock-dash-alpha (OpenRouter)
92.2%
— —
85 stepfun/step-3.7-flash (OpenRouter)
92.2%
— —
86 stepfun/step-5-preview (OpenRouter)
92.2%
— —
87 xiaomi/mimo-v2.6-flash (OpenRouter)
92.2%
— —
88 xiaomi/mimo-v2.6-pro (OpenRouter)
92.2%
— —
89 z-ai/glm-5-turbo (OpenRouter)
92.2%
— —
90 mistralai/mistral-large-4-0 (OpenRouter)
91.7%
— —
91 deepseek/deepseek-v3.2 (OpenRouter)
91.1%
— —
92 deepseek/deepseek-v4-pro (OpenRouter)
91.1%
— —
93 meta/muse-spark-open (OpenRouter)
91.1%
— —
94 openrouter/hunter-alpha (OpenRouter)
91.1%
— —
95 qwen/qwen3.5-122b-a10b (OpenRouter)
91.1%
— —
96 glm-5.1 (Z.ai)
91.1%
— —
97 claude-sonnet-4-20250514 (Anthropic)
90.0%
— —
98 gemini-3-pro-preview (Google)
90.0%
— —
99 nemotron-3.5-bolt:74b-a9b-iq2 (Ollama)
90.0%
18.2 tok/s
~41s* 750 tok
100 muse-glimmer:30b-q4_K_M (Ollama)
90.0%
4.3 tok/s
~3m 44s* 970 tok
101 deepseek/deepseek-v4-flash (OpenRouter)
90.0%
— —
102 deepseek/deepseek-v4-pro-0813 (OpenRouter)
90.0%
— —
103 meituan/longcat-2.0 (OpenRouter)
90.0%
— —
104 meta/muse-spark-1.2 (OpenRouter)
90.0%
— —
105 meta/muse-spark-1.2-contributor (OpenRouter)
90.0%
— —
106 minimax/minimax-m2.7 (OpenRouter)
90.0%
— —
107 minimax/minimax-m3.1-flash:free (OpenRouter)
90.0%
— —
108 moonshotai/kimi-k2-0905 (OpenRouter)
90.0%
— —
109 moonshotai/kimi-k2.5 (OpenRouter)
90.0%
— —
110 moonshotai/kimi-k2.7-code (OpenRouter)
90.0%
— —
111 qwen/qwen3.5-plus-02-15 (OpenRouter)
90.0%
— —
112 qwen/qwen3.6-27b (OpenRouter)
90.0%
— —
113 qwen/qwen3.8-max-0902 (OpenRouter)
90.0%
— —
114 gemini-3.1-flash-lite (Google)
88.9%
— —
115 kimi-k2-thinking (Moonshot)
88.9%
— —
116 hf.co/mrgnw/gemma-4-e2b-svelte5:Q4_K_M (Ollama)
88.9%
38.6 tok/s
~3.8s* 146 tok
117 qwen3.6:35b-a3b-q4_K_M (Ollama)
88.9%
24.4 tok/s
~2m 56s* 4,298 tok
118 gemma4:26b-a4b-it-q4_K_M (Ollama)
88.9%
20.6 tok/s
~1m 54s* 2,336 tok
119 gpt-5-chat-latest (OpenAI)
88.9%
— —
120 bytedance-seed/seed-2-1-turbo (OpenRouter)
88.9%
— —
121 deepseek/deepseek-v4-flash-vision-exp (OpenRouter)
88.9%
— —
122 inception/mercury-2.5-preview (OpenRouter)
88.9%
— —
123 kwaipilot/kat-coder-pro:free (OpenRouter)
88.9%
— —
124 meta/muse-glimmer-30b (OpenRouter)
88.9%
— —
125 minimax/minimax-m2.1 (OpenRouter)
88.9%
— —
126 mistralai/mistral-large-2512 (OpenRouter)
88.9%
— —
127 qwen/qwen3-max (OpenRouter)
88.9%
— —
128 qwen/qwen3.5-397b-a17b (OpenRouter)
88.9%
— —
129 qwen/qwen3.8-flash (OpenRouter)
88.9%
— —
130 tencent/hy3:free (OpenRouter)
88.9%
— —
131 grok-4.20-experimental-beta-0304-non-reasoning (xAI)
88.9%
— —
132 grok-code-fast-1 (xAI)
88.9%
— —
133 glm-5 (Z.ai)
88.9%
— —
134 qwen3.8:27b-mtp-q4_K_M (Ollama)
87.8%
10.2 tok/s
~50s* 509 tok
135 gpt-5.2-codex (OpenAI)
87.8%
— —
136 deepseek/deepseek-v3.2-speciale (OpenRouter)
87.8%
— —
137 nex-agi/nex-n2.5-mini:free (OpenRouter)
87.8%
— —
138 thinkingmachines/inkling (OpenRouter)
87.8%
— —
139 xiaomi/mimo-v2.5 (OpenRouter)
87.8%
— —
140 z-ai/glm-4.7 (OpenRouter)
87.8%
— —
141 grok-4.20-experimental-beta-0304-reasoning (xAI)
87.8%
— —
142 gpt-5 (OpenAI)
86.7%
— —
143 deepseek/deepseek-v3.2-exp (OpenRouter)
86.7%
— —
144 nvidia/nemotron-3-ultra-550b-a55b:free (OpenRouter)
86.7%
— —
145 qwen/qwen3.6-flash (OpenRouter)
86.7%
— —
146 gemini-2.5-pro (Google)
85.6%
— —
147 gemini-3.1-flash-lite-preview (Google)
85.6%
— —
148 gemini-3.5-flash (Google)
85.6%
— —
149 kimi-k2.6 (Moonshot)
85.6%
— —
150 kwaipilot/kat-coder-air-v2.5 (OpenRouter)
85.6%
— —
151 qwen/qwen3.6-35b-a3b (OpenRouter)
85.6%
— —
152 qwen/qwen3.8-27b (OpenRouter)
85.6%
— —
153 stealth/space-bunny-alpha (OpenRouter)
85.6%
— —
154 claude-haiku-4-5-20251001 (Anthropic)
84.4%
— —
155 hf.co/bartowski/nex-agi_Nex-N2.5-mini-GGUF:Q4_K_M (Ollama)
84.4%
20.1 tok/s
~23s* 469 tok
156 qwen/qwen3-max-thinking (OpenRouter)
84.4%
— —
157 tencent/hy3-preview:free (OpenRouter)
84.4%
— —
158 z-ai/glm-4.6 (OpenRouter)
84.4%
— —
159 z-ai/glm-5v-turbo (OpenRouter)
84.4%
— —
160 gpt-5.1-chat-latest (OpenAI)
83.3%
— —
161 bytedance-seed/seed-2.0-code (OpenRouter)
83.3%
— —
162 openai/gpt-5.1-chat (OpenRouter)
83.3%
— —
163 openai/gpt-5.4-mini (OpenRouter)
83.3%
— —
164 upstage/solar-pro4 (OpenRouter)
83.3%
— —
165 qwen/qwen3.7-flash (OpenRouter)
82.5%
— —
166 kwaipilot/kat-coder-pro-v2.5 (OpenRouter)
82.2%
— —
167 stepfun/step-3.5-flash:free (OpenRouter)
82.2%
— —
168 ornith-1.5:35b-q4_K_M (Ollama)
81.1%
25.3 tok/s
~9.4s* 238 tok
169 openai/gpt-5.1 (OpenRouter)
81.1%
— —
170 poolside/laguna-s-2.1 (OpenRouter)
81.1%
— —
171 poolside/laguna-xs-2.1 (OpenRouter)
81.1%
— —
172 bytedance-seed/seed-2.0-lite (OpenRouter)
80.0%
— —
173 openrouter/sherlock-think-alpha (OpenRouter)
80.0%
— —
174 poolside/laguna-m.1:free (OpenRouter)
80.0%
— —
175 x-ai/grok-4.1-fast (OpenRouter)
80.0%
— —
176 bytedance-seed/seed-2.0-mini (OpenRouter)
78.9%
— —
177 hf.co/rockypod/svelte-coder:Q4_K_M (Ollama)
77.8%
8.1 tok/s
~33s* 270 tok
178 inclusionai/ling-2.6-1t (OpenRouter)
77.8%
— —
179 qwen/qwen3.5-35b-a3b (OpenRouter)
77.8%
— —
180 bytedance-seed/seed-1.6 (OpenRouter)
76.7%
— —
181 minimax/minimax-m2 (OpenRouter)
75.6%
— —
182 hf.co/JetBrains/Mellum2.1-12B-A2.5B-Thinking-GGUF:Q4_K_M (Ollama)
73.3%
38.6 tok/s
~33s* 1,271 tok
183 openrouter/polaris-alpha (OpenRouter)
73.3%
— —
184 hf.co/rockypod/svelte-coder-4b:Q4_K_M (Ollama)
72.2%
26.3 tok/s
~9.9s* 260 tok
185 nvidia/nemotron-3-super-120b-a12b:free (OpenRouter)
71.1%
— —
186 qwen/qwen3-coder-next (OpenRouter)
71.1%
— —
187 laguna-xs-2.1:q4_K_M (Ollama)
70.0%
32.5 tok/s
~3.9s* 127 tok
188 hf.co/rockypod/svelte-coder-8b:Q4_K_M (Ollama)
70.0%
14.8 tok/s
~15s* 226 tok
189 mistralai/mistral-small-2603 (OpenRouter)
68.9%
— —
190 gpt-5.1-codex-max (OpenAI)
67.8%
— —
191 north-mini-code-1.0:q4_K_M (Ollama)
66.7%
28.0 tok/s
~50s* 1,391 tok
192 moonshotai/kimi-linear-48b-a3b-instruct (OpenRouter)
66.7%
— —
193 inception/mercury-2.5 (OpenRouter)
65.6%
— —
194 cohere/north-mini-code:free (OpenRouter)
64.4%
— —
195 openai/gpt-5.4-nano (OpenRouter)
64.4%
— —
196 lfm2.5:24b-a2b-q4_K_M (Ollama)
63.3%
39.5 tok/s
~1m 26s* 3,402 tok
197 z-ai/glm-4.7-flash (OpenRouter)
61.1%
— —
198 JetBrains/mellum2-instruct-q4_k_m (Ollama)
58.9%
39.9 tok/s
~3.7s* 148 tok
199 nemotron-3.5-lightning:30b-a3b-q4_K_M (Ollama)
58.9%
26.5 tok/s
~1m 20s* 2,122 tok
200 amazon/nova-2-lite-v1:free (OpenRouter)
56.7%
— —
201 nvidia/nemotron-3.5-lightning (OpenRouter)
56.7%
— —
202 prism-ml/ternary-bonsai-2-27b (OpenRouter)
56.0%
— —
203 prime-intellect/intellect-3 (OpenRouter)
55.6%
— —
204 nemotron-3.5-lightning:30b-8k (Ollama)
51.1%
26.5 tok/s
—
205 arcee-ai/trinity-large-thinking (OpenRouter)
50.0%
— —
206 mistralai/devstral-2512:free (OpenRouter)
50.0%
— —
207 gpt-5-codex (OpenAI)
47.8%
— —
208 glm-4.7-flash:q4_K_M (Ollama)
45.6%
22.3 tok/s
~1m 2s* 1,382 tok
209 openai/gpt-5.1-codex (OpenRouter)
45.6%
— —
210 qwen/qwen3.5-9b (OpenRouter)
45.6%
— —
211 gemma4:e2b-it-qat (Ollama)
44.4%
38.1 tok/s
~22s* 854 tok
212 inception/mercury-2 (OpenRouter)
44.4%
— —
213 rnj-1:8b-instruct-q8_0 (Ollama)
37.8%
7.1 tok/s
~21s* 146 tok
214 qwen3.5:9b-q4_K_M (Ollama)
36.7%
13.0 tok/s
~1m 20s* 1,040 tok
215 bytedance-seed/seed-1.6-flash (OpenRouter)
35.6%
— —
216 openrouter/aurora-alpha (OpenRouter)
34.4%
— —
217 essentialai/rnj-1-instruct (OpenRouter)
30.0%
— —
218 gpt-oss:20b (Ollama)
24.4%
18.6 tok/s
~44s* 821 tok
219 gpt-5-mini (OpenAI)
24.4%
— —
220 hf.co/naren-1219/SvelteMind:F16 (Ollama)
23.3%
11.8 tok/s
~9.5s* 113 tok
221 arcee-ai/trinity-large-preview:free (OpenRouter)
23.3%
— —
222 mistralai/ministral-3b-2512 (OpenRouter)
22.2%
— —
223 upstage/solar-pro-3:free (OpenRouter)
20.0%
— —
224 nvidia/nemotron-3-nano-30b-a3b:free (OpenRouter)
18.9%
— —
225 gemma4:e2b-it-q4_K_M (Ollama)
17.8%
36.7 tok/s
~22s* 814 tok
226 hf.co/naren-1219/SvelteMind:Q4_K_M (Ollama)
17.8%
34.9 tok/s
~2.4s* 82 tok
227 ibm-granite/granite-4.1-8b (OpenRouter)
16.7%
— —
228 openai/gpt-5.1-codex-mini (OpenRouter)
16.7%
— —
229 openrouter/elephant-alpha (OpenRouter)
15.6%
— —
230 granite4.2:30b-q4_K_M (Ollama)
14.4%
3.8 tok/s
~16m 15s* 3,677 tok
231 gpt-5-nano (OpenAI)
14.4%
— —
232 liquid/lfm-2-24b-a2b (OpenRouter)
13.3%
— —
233 lfm2:24b (Ollama)
11.1%
43.3 tok/s
~3.8s* 165 tok
234 liquid/lfm-2.5-2.6b:free (OpenRouter)
11.1%
— —
235 qwen/qwen3-vl-8b-instruct (OpenRouter)
11.1%
— —
236 deepcogito/cogito-v2-preview-llama-405b (OpenRouter)
10.0%
— —
237 afm-3-core (Apple)
8.9%
— —
238 barvhaim/granite-switch-4.1-3b-preview:latest (Ollama)
8.9%
4.8 tok/s
~30s* 147 tok
239 mistralai/ministral-8b-2512 (OpenRouter)
6.7%
— —
240 llama3.3:70b-instruct-q2_K (Ollama)
5.6%
2.7 tok/s
~57s* 152 tok
241 mistral-nemo:12b-instruct-2407-q4_K_M (Ollama)
4.4%
9.9 tok/s
~13s* 128 tok
242 mistralai/ministral-14b-2512 (OpenRouter)
3.3%
— —
243 allenai/olmo-3.1-32b-instruct (OpenRouter)
2.2%
— —
244 llama3.1:8b-instruct-q4_K_M (Ollama)
1.1%
15.1 tok/s
~8.1s* 122 tok
245 allenai/olmo-3.1-32b-think:free (OpenRouter)
0.0%
— —
246 qwen/qwen3.5-flash-02-23 (OpenRouter)
0.0%
— —

* Local models: Models in the local models tab were run through Ollama on an AMD Ryzen™ 5 7640HS processor (50W TDP) with Radeon™ 760M RDNA3 graphics. Speed is the generation rate measured on that hardware. The average response time is an average value based on one response sample per test.

Test pass@1 pass@10 Passing Samples Errors Actions
counter 100% 100% 10/10 0
Prompt Tests
derived 100% 100% 10/10 0
Prompt Tests
derived-by 100% 100% 10/10 0
Prompt Tests
each 100% 100% 10/10 0
Prompt Tests
effect 100% 100% 10/10 0
Prompt Tests
hello-world 100% 100% 10/10 0
Prompt Tests
inspect 60% 100% 6/10 16
Prompt Tests
props 100% 100% 10/10 0
Prompt Tests
snippets 0% 0% 0/10 10
Prompt Tests
Test pass@1 pass@10 Passing Samples Errors Actions
counter 100% 100% 10/10 0
Prompt Tests
derived 100% 100% 10/10 0
Prompt Tests
derived-by 100% 100% 4/4 0
Prompt Tests
each 100% 100% 10/10 0
Prompt Tests
effect 100% 100% 8/8 0
Prompt Tests
hello-world 100% 100% 10/10 0
Prompt Tests
inspect 60% 100% 6/10 4
Prompt Tests
props 100% 100% 1/1 0
Prompt Tests
snippets 100% 100% 10/10 0
Prompt Tests
Test pass@1 pass@10 Passing Samples Errors Actions
counter 100% 100% 10/10 0
Prompt Tests
derived 100% 100% 10/10 0
Prompt Tests
derived-by 100% 100% 10/10 0
Prompt Tests
each 100% 100% 10/10 0
Prompt Tests
effect 100% 100% 10/10 0
Prompt Tests
hello-world 100% 100% 10/10 0
Prompt Tests
inspect 100% 100% 10/10 0
Prompt Tests
props 100% 100% 10/10 0
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