Noometry

Noometry Index

LLM Leaderboard: November 2026

As of November 2026, GPT-6 Astra leads the Noometry Index with a score of 70.6, ahead of Claude Opus 5.5 at 69.3.

Last verified

  • 368 ranked models
  • 539 tracked
  • 93 scored benchmarks
  • 13,383 results
  • 10 categories
Best overall GPT-6 Astra Index 70.6Best open-weight Kimi K3 #18 overallBest value MiMo-V2.6-Flash $0.14 / $0.28 per MLargest context Llama 4 Scout 10M tokens

Overall ranking

Scores are the Noometry Index, from 0 to 100. Prices are per million tokens. Value is score for the money: higher means more capability per dollar. Speed is how many tokens per second the model writes.

1 GPT-6 AstraOpenAIProprietary1.05M70.6 $10 $50 3.53—
2 Claude Opus 5.5AnthropicProprietary1M69.3 $4 $20 8.66—
3 Claude Fable 5.1AnthropicProprietary1M68.9 $10 $50 3.45—
4 Gemini 4 ArgonGoogleProprietary1.05M68.8 $2 $10 17.2—
5 Claude Opus 5AnthropicProprietary1M67.7 $5 $25 6.77—
6 Claude Fable 5AnthropicProprietary1M66.7 $10 $50 3.3325
7 GPT-6.1 SolOpenAIProprietary1.05M65.9 $2 $10 16.5—
8 Claude Sonnet 5.5AnthropicProprietary1M65.4 $2 $10 16.3—
9 GPT-5.6 SolOpenAIProprietary1.05M65.0 $4 $20 8.1210
10 GPT-5.5 ProOpenAIProprietary1.05M64.5 $30 $180 0.96—
11 GPT-5.5OpenAIProprietary1.05M63.4 $5 $30 5.6325
12 GPT-6 SolOpenAIProprietary1.05M61.8 $2 $10 15.4—
13 Gemini 3.8 FlashGoogleProprietary1.05M61.6 $0.75 $3.75 41.1—
14 GPT-6.1 TerraOpenAIProprietary1.05M60.8 $1 $5 30.4—
15 Claude Opus 4.8AnthropicProprietary1M60.7 $5 $25 6.0734
16 Gemini 3.7 FlashGoogleProprietary1.05M60.0 $0.75 $3.75 40—
17 GPT-5.4OpenAIProprietary1.05M59.4 $2.50 $15 10.612
18 Kimi K3Moonshot AIOpen1.05M59.4 $3 $15 9.9—
19 GPT-5.4 ProOpenAIProprietary1.05M59.1 $30 $180 0.88—
20 GPT-5.6 TerraOpenAIProprietary1.05M59.1 $2 $12 13.111
21 DeepSeek V4.1 FlashDeepSeekOpen1.05M58.5 $0.15 $0.60 223—
22 Claude Opus 4.7AnthropicProprietary1M58.4 $5 $25 5.8433
23 Claude Opus 4.6AnthropicProprietary1M58.2 $5 $25 5.8219
24 Kimi K3.1 ProMoonshot AIProprietary1.05M57.8 $2 $10 14.5—
25 Muse WonderMetaProprietary1.05M57.4 $4 $20 7.17—
26 Qwen3.8 MaxAlibaba (Qwen)Proprietary1M56.9 $2 $6 19—
27 Grok 4.6xAIProprietary500K56.8 $2 $6 18.9—
28 Gemini 3.1 Pro PreviewGoogleProprietary1.05M56.6 $2 $12 12.6—
29 Claude Haiku 5.5AnthropicProprietary1M55.8 $0.10 $0.50 279—
30 Doubao Seed EvolvingByteDance SeedProprietary—55.7 — — ——
31 GLM-5.3Z.ai (Zhipu)Open1M55.3 $1.40 $4.40 25.7—
32 Grok 4.5xAIProprietary500K55.1 $2 $6 18.44
33 Gemini 3 ProGoogleProprietary—54.9 — — —1
34 Muse Spark 1.3MetaProprietary1.05M54.9 $1.25 $4.25 27.4—
35 Claude Sonnet 5AnthropicProprietary1M54.8 $2 $10 13.7—
36 GPT-5.6 LunaOpenAIProprietary1.05M54.6 $0.20 $1.20 12112
37 DeepSeek V4 ProDeepSeekOpen1.05M54.3 $0.66 $1.98 54.916
38 Gemini 3.5 FlashGoogleProprietary1.05M54.2 $1.50 $9 16.1—
39 Gemini 3.6 FlashGoogleProprietary1.05M54.1 $0.75 $3.75 36.1—
40 GPT-5.2OpenAIProprietary400K54.0 $1.75 $14 11.215
41 Grok 4.7xAIProprietary500K54.0 $2 $6 18—
42 GPT-5.2 ProOpenAIProprietary400K54.0 $21 $168 0.94—
43 DeepSeek V4 FlashDeepSeekOpen1.05M53.7 $0.15 $0.60 2046
44 Gemini 4 CarbonGoogleProprietary—53.6 — — ——
45 GPT-6 LunaOpenAIProprietary1.05M53.2 $0.10 $0.50 266—
46 Doubao Seed 2.1 ProByteDance SeedProprietary—52.5 — — ——
47 Gemini 3 Flash PreviewGoogleProprietary1.05M52.4 $0.50 $3 46.5—
48 GLM-5.3-FlashZ.ai (Zhipu)Open1M52.0 $0.15 $0.50 219—
49 Qwen3.6 Max PreviewAlibaba (Qwen)Proprietary262K52.0 $1.30 $7.80 17.8—
50 Qwen3.7 MaxAlibaba (Qwen)Proprietary1M51.8 $2.50 $7.50 13.8—
51 Doubao Seed 2.1 TurboByteDance SeedProprietary—51.4 — — ——
52 Muse SparkMetaProprietary—51.2 — — ——
53 Muse Spark 1.2MetaProprietary1.05M51.2 $1.25 $4.25 25.6—
54 GLM-5.2Z.ai (Zhipu)Open1M51.1 $1.40 $4.40 23.823
55 Muse Spark OpenMetaOpen1.05M51.0 $1.25 $4.25 25.5—
56 Doubao-Seed-2.0 ProByteDance SeedProprietary—50.8 — — ——
57 MiMo-V2.6-ProXiaomiOpen1.05M50.7 $0.43 $0.87 93.3—
58 Claude Sonnet 4.6AnthropicProprietary1M50.6 $3 $15 8.44—
59 GPT-5OpenAIProprietary400K50.6 $1.25 $10 14.72
60 Muse Spark 1.1MetaProprietary1.05M50.6 $1.25 $4.25 25.3—
61 Claude Opus 4.5AnthropicProprietary200K50.5 $5 $25 5.0513
62 GPT-5.1OpenAIProprietary400K49.4 $1.25 $10 14.4—
63 MiMo-V2.6-FlashXiaomiOpen1.05M49.2 $0.14 $0.28 281—
64 Doubao Seed 2.0 Lite 260428ByteDance SeedProprietary—48.9 — — ——
65 Grok 4.20 (Non-Reasoning)xAIProprietary1M48.8 $1.25 $2.50 31.261
66 Step 5 PreviewStepFunOpen1.02M48.8 $1 $2.70 34.2—
67 Kimi K2.5Moonshot AIOpen262K48.5 $0.45 $2.25 53.866
68 Grok 4xAIProprietary—48.2 — — —1
69 Mistral Large 4Mistral AIProprietary1.05M48.1 $0.70 $2.10 45.8—
70 GLM-5.1Z.ai (Zhipu)Open200K48.0 $1.40 $4.40 22.3—
71 o3OpenAIProprietary200K47.7 $2 $8 13.63
72 Qwen3.6 PlusAlibaba (Qwen)Proprietary1M47.6 $0.50 $3 42.3—
73 Kimi K2.6Moonshot AIOpen262K47.6 $0.95 $4 27.8—
74 GPT-5 ProOpenAIProprietary400K47.4 $15 $120 1.155
75 Grok 4.20 Multi-AgentxAIProprietary1M47.1 $1.25 $2.50 30.2—
76 Inkling-SmallThinking Machines LabOpen66K46.8 $0.58 $1.44 58.8—
77 GLM-5Z.ai (Zhipu)Open205K46.5 $1 $3.20 3023
78 Hy4 previewTencentOpen1.05M46.4 $0.83 $2.50 37.1—
79 Qwen3.5 Max PreviewAlibaba (Qwen)Proprietary—46.4 — — ——
80 Qwen3.8 27BAlibaba (Qwen)Open66K46.3 $0.15 $1.88 79.7—
81 Qwen3.5 397B-A17BAlibaba (Qwen)Open262K46.1 $0.60 $3.60 34.19
82 GPT-5.3 CodexOpenAIProprietary400K46.0 $1.75 $14 9.55—
83 Kimi K2 Thinking TurboMoonshot AIOpen—45.9 — — ——
84 MiMo-V2.5-ProXiaomiOpen1.05M45.8 $0.43 $0.87 84.3—
85 Qwen3.7 PlusAlibaba (Qwen)Proprietary1M45.5 $0.40 $1.60 65—
86 Amazon Nova Experimental Chat (10 09)AmazonProprietary—45.5 — — ——
87 Nvidia Nemotron 3 Ultra 550b A55b (nvfp4)NVIDIAOpen—45.2 — — ——
88 GPT-5.4 miniOpenAIProprietary400K45.1 $0.75 $4.50 26.710
89 Gemini 2.5 ProGoogleProprietary1.05M45.1 $1.25 $10 13.15
90 Hy3TencentOpen262K45.0 $0.13 $0.53 196—
91 Grok 4.20 Beta 1xAIProprietary—44.9 — — ——
92 Chatgpt 4o Latest 20250326OpenAIProprietary—44.7 — — —21
93 GLM-5V-TurboZ.ai (Zhipu)Proprietary200K44.7 $1.20 $4 23.5—
94 Qwen3 MaxAlibaba (Qwen)Proprietary262K44.7 $1.20 $6 18.648
95 ERNIE 5.1BaiduProprietary—44.6 — — ——
96 Gemma 4 26B A4B ITGoogleOpen262K44.6 $0.085 $0.25 350—
97 MiMo-V2-OmniXiaomiProprietary—44.6 — — ——
98 Gemma 4 31B ITGoogleOpen262K44.6 $0.14 $0.40 2173
99 DeepSeek-V3.2-ExpDeepSeekOpen164K44.4 $0.26 $0.38 15316
100 Qwen3-VL 235B-A22BAlibaba (Qwen)Open131K44.2 $0.70 $2.80 36.1—
101 MiMo-V2.5XiaomiOpen1.05M44.2 $0.14 $0.28 252—
102 Claude Sonnet 4.5AnthropicProprietary200K44.1 $3 $15 7.3585
103 InklingThinking Machines LabOpen66K44.1 $1.87 $4.68 17.1—
104 Seed 2.0 ProByteDance SeedProprietary256K44.0 $0.50 $3 39.1—
105 Hunyuan Vision 1.5TencentProprietary—44.0 — — ——
106 Qwen3-Next 80B-A3B InstructAlibaba (Qwen)Open131K43.9 $0.50 $2 50.2111
107 DeepSeek-V3.1-TerminusDeepSeekOpen164K43.9 $0.27 $1 9730
108 MiniMax-M3MiniMaxOpen1M43.8 $0.30 $1.20 83.5—
109 MiMo-V2-ProXiaomiProprietary—43.7 — — ——
110 Qwen3 235B-A22BAlibaba (Qwen)Open131K43.7 $0.70 $2.80 35.785
111 GPT-5.3 ChatOpenAIProprietary—43.7 — — ——
112 Grok 4.3xAIProprietary1M43.7 $1.25 $2.50 28—
113 DeepSeek-V3.1DeepSeekOpen33K43.6 $0.25 $0.95 103328
114 o3-proOpenAIProprietary200K43.5 $20 $80 1.241
115 Hunyuan T1 20250711TencentProprietary—43.4 — — ——
116 Claude Opus 4AnthropicProprietary200K43.4 $15 $75 1.4529
117 Nvidia Nemotron 3.5 Super VL 120b A12b (nvfp4)NVIDIAOpen—43.4 — — ——
118 GPT-5.5 InstantOpenAIProprietary—43.4 — — ——
119 GPT-5.2 CodexOpenAIProprietary400K43.3 $1.75 $14 8.99—
120 GLM-4.7Z.ai (Zhipu)Open205K43.1 $0.60 $2.20 43.1—
121 Step 3.5 FlashStepFunOpen256K43.0 $0.10 $0.30 287—
122 Solar Pro 4UpstageProprietary—43.0 — — ——
123 Kimi K2.7 CodeMoonshot AIOpen262K43.0 $0.95 $4 25.1—
124 Longcat Flash ChatMeituanOpen—42.9 — — —69
125 Qwen3.5 122B-A10BAlibaba (Qwen)Open262K42.8 $0.40 $3.20 38.9—
126 DeepSeek-R1DeepSeekOpen164K42.8 $0.50 $2.15 46.910
127 GLM-4.5Z.ai (Zhipu)Open131K42.7 $0.60 $2.20 42.732
128 Qwen3.5 35B-A3BAlibaba (Qwen)Open262K42.7 $0.25 $2 62.1—
129 Granite 4.2 30bIBMOpen—42.6 — — ——
130 ERNIE 5.0 0110BaiduProprietary—42.6 — — ——
131 Qwen3.5 27BAlibaba (Qwen)Open262K42.5 $0.30 $2.40 51.6—
132 Muse GlimmerMetaOpen—42.5 — — ——
133 Grok 4.1xAIProprietary—42.4 — — ——
134 Qwen3.5-FlashAlibaba (Qwen)Proprietary1M42.3 $0.10 $0.40 242—
135 GPT-5.4 nanoOpenAIProprietary400K42.3 $0.20 $1.25 91.419
136 Hunyuan Turbos 20250226TencentProprietary—42.3 — — ——
137 GLM-4.6VZ.ai (Zhipu)Open128K42.1 $0.30 $0.90 93.7—
138 MiMo-V2-FlashXiaomiOpen—42.1 — — ——
139 GLM-4.6Z.ai (Zhipu)Open205K42.1 $0.60 $2.20 42.112
140 Qwen3.6 27BAlibaba (Qwen)Open262K42.1 $0.60 $3.60 31.2—
141 Grok 4.1 FastxAIProprietary128K42.0 $0.20 $0.50 153—
142 GPT-5 MiniOpenAIProprietary400K41.9 $0.25 $2 60.93
143 Claude Opus 4.1AnthropicProprietary200K41.9 $15 $75 1.4—
144 Kimi K2 (Jul 2025)Moonshot AIOpen262K41.9 $0.57 $2.30 41.8201
145 o4-miniOpenAIProprietary200K41.8 $1.10 $4.40 21.76
146 Qwen2.5-MaxAlibaba (Qwen)Proprietary—41.6 — — ——
147 Grok-3 minixAIProprietary—41.6 — — —10
148 Gemini 3.5 Flash LiteGoogleProprietary1.05M41.5 $0.30 $2.50 48.8—
149 Qwen3.5 PlusAlibaba (Qwen)Proprietary1M41.4 $0.40 $2.40 46—
150 Mistral Medium 3Mistral AIProprietary131K41.4 $0.40 $2 51.7—
151 Nvidia Nemotron 3.5 Lightning 30b A3b (nvfp4)NVIDIAOpen—41.4 — — ——
152 QwQ-32BAlibaba (Qwen)Open—41.4 — — ——
153 Step 3StepFunOpen—41.4 — — —7
154 Granite 4.2 8BIBMOpen131K41.3 $0.06 $0.25 384—
155 MiniMax M1MiniMaxOpen1M41.3 $0.55 $2.20 42.9—
156 Nvidia Llama 3.3 Nemotron Super 49b v1.5NVIDIAOpen131K41.3 $0.40 $0.40 103—
157 Claude Sonnet 4AnthropicProprietary200K41.1 $3 $15 6.8531
158 o1OpenAIProprietary200K40.9 $15 $60 1.56—
159 Llama 3.3 Nemotron Super 49b v1NVIDIAOpen—40.9 — — ——
160 Mistral Medium 3.5Mistral AIOpen262K40.9 $1.50 $7.50 13.650
161 Mistral Medium 3.1Mistral AIProprietary131K40.8 $0.40 $2 51.1—
162 Gemini 3.1 Flash LiteGoogleProprietary1.05M40.8 $0.25 $1.50 72.610
163 Nemotron 3 SuperNVIDIAOpen262K40.8 $0.15 $0.65 148—
164 DeepSeek-V3.2-SpecialeDeepSeekOpen128K40.7 $0.58 $1.68 47.6—
165 GLM-4.5VZ.ai (Zhipu)Open64K40.7 $0.60 $1.80 45.234
166 Hunyuan Turbo 0110TencentProprietary—40.6 — — ——
167 Step 1o Turbo (202506)StepFunProprietary—40.6 — — ——
168 Seed 1.6ByteDance SeedProprietary262K40.6 $0.25 $2 59.1—
169 Nova 2 LiteAmazonProprietary1M40.6 $0.30 $2.50 47.8—
170 GLM-4.7-FlashZ.ai (Zhipu)Open200K40.6 $0.06 $0.40 280—
171 Olmo 3.1 32b InstructAllen Institute for AI (Ai2)Open—40.4 — — ——
172 Grok 3xAIProprietary—40.2 — — —42
173 Granite 4.2 3bIBMOpen—40.2 — — ——
174 Step 2 (16K)StepFunProprietary—40.1 — — ——
175 Qwen3 32BAlibaba (Qwen)Open131K40.1 $0.70 $2.80 32.786
176 DeepSeek-V3DeepSeekOpen164K40.0 $0.24 $0.90 98.973
177 Molmo 2 8bAllen Institute for AI (Ai2)Open—40.0 — — ——
178 Gemini 2.0 ProGoogleProprietary—40.0 — — ——
179 Grok 4 FastxAIProprietary—39.9 — — —577
180 Claude 3.7 SonnetAnthropicProprietary—39.8 — — ——
181 Mistral Large 3Mistral AIOpen262K39.8 $0.50 $1.50 537
182 Nemotron 3 UltraNVIDIAOpen66K39.8 $0.60 $2.40 37.9—
183 Qwen2.5 Plus 1127Alibaba (Qwen)Proprietary—39.7 — — ——
184 Qwen3.7 FlashAlibaba (Qwen)Proprietary1M39.7 $0.03 $0.13 722—
185 Claude Haiku 4.5AnthropicProprietary200K39.7 $1 $5 19.9—
186 Mercury 2InceptionProprietary128K39.7 $0.25 $0.75 106—
187 Gemini 2.5 FlashGoogleProprietary1.05M39.7 $0.30 $2.50 46.7152
188 Olmo 3 32b ThinkAllen Institute for AI (Ai2)Open—39.7 — — ——
189 GLM-4.5-AirZ.ai (Zhipu)Open131K39.7 $0.20 $1.10 93.3160
190 Qwen3-30B-A3BAlibaba (Qwen)Open41K39.6 $0.12 $0.50 18442
191 SonarPerplexityProprietary128K39.6 $1 $1 39.6—
192 Hunyuan Large 2025 02 10TencentProprietary—39.6 — — ——
193 MiniMax-M2.1MiniMaxOpen205K39.6 $0.30 $1.20 75.4—
194 GPT-5.1-CodexOpenAIProprietary400K39.5 $1.25 $10 11.5—
195 Trinity Large ThinkingArcee AIOpen—39.4 — — ——
196 Nova Premier 1.0AmazonProprietary1M39.4 $2.50 $12.50 7.889
197 GPT-5-CodexOpenAIProprietary400K39.0 $1.25 $10 11.495
198 Olmo 3.1 32b ThinkAllen Institute for AI (Ai2)Open—38.9 — — ——
199 Qwen3-Coder 480B-A35B InstructAlibaba (Qwen)Open262K38.8 $1.50 $7.50 12.967
200 Hunyuan Standard 2025 02 10TencentProprietary—38.8 — — ——
201 MiniMax-M2.5MiniMaxOpen205K38.8 $0.30 $1.20 73.849
202 Gemini 2.0 Flash-LiteGoogleProprietary—38.6 — — ——
203 Gemini Advanced 0514GoogleProprietary—38.6 — — ——
204 Grok 2 Mini 2024 08 13xAIProprietary—38.6 — — ——
205 DeepSeek-V2.5 (Sep 2024)DeepSeekOpen—38.6 — — ——
206 Hunyuan Large VisionTencentProprietary—38.5 — — ——
207 DeepSeek-R1-Distill-Llama-70BDeepSeekOpen—38.5 — — —18
208 Llama 3.1 Nemotron 70b InstructNVIDIAOpen—38.5 — — ——
209 Mistral Large 2 (2407)Mistral AIOpen—38.4 — — ——
210 Qwen3.6 FlashAlibaba (Qwen)Proprietary1M38.4 $0.25 $1.50 68.3—
211 Step 3.7 FlashStepFunOpen256K38.3 $0.20 $1.15 87.6—
212 MiniMax-M2.7MiniMaxOpen205K38.3 $0.30 $1.20 73—
213 MercuryInceptionProprietary—38.3 — — —35
214 Granite 4.1 8bIBMOpen—38.2 — — ——
215 Gemma 3n E4b ITGoogleOpen—38.1 — — —13
216 MiniMax-M2MiniMaxOpen205K38.0 $0.30 $1.20 72.517
217 Yi-Lightning01.AIProprietary—38.0 — — ——
218 Qwen3.6 35B-A3BAlibaba (Qwen)Open262K37.8 $0.38 $2.25 44.8—
219 Gemini 2.5 Flash-LiteGoogleProprietary1.05M37.6 $0.10 $0.40 215172
220 Qwen PlusAlibaba (Qwen)Proprietary1M37.6 $0.40 $1.20 62.737
221 Llama 3.1 Nemotron Ultra 253b v1NVIDIAOpen—37.6 — — ——
222 Grok Build 0.1xAIProprietary256K37.5 $1 $2 30—
223 GPT-4.5OpenAIProprietary—37.5 — — ——
224 Granite 4.0 H SmallIBMOpen—37.3 — — ——
225 Olmo 2 32b Instruct (0325)Allen Institute for AI (Ai2)Open—37.3 — — ——
226 Command ACohereOpen256K37.1 $2.50 $10 8.4728
227 Mistral Small 3.2Mistral AIOpen256K36.9 $0.075 $0.20 34868
228 o3-miniOpenAIProprietary200K36.9 $1.10 $4.40 19.2—
229 Amazon Nova Pro 1.0AmazonProprietary300K36.9 $0.80 $3.20 26.3—
230 DeepSeek-R1-Distill-Qwen-32BDeepSeekOpen—36.9 — — ——
231 Deepseek Coder v2DeepSeekOpen—36.8 — — ——
232 Llama 3.1 Nemotron 51b InstructNVIDIAOpen—36.8 — — ——
233 Nemotron 4 340b InstructNVIDIAOpen—36.8 — — ——
234 Llama 3.1 Tulu 3 8bAllen Institute for AI (Ai2)Open—36.7 — — ——
235 Aya Expanse 32BCohereOpen—36.6 — — ——
236 Qwen3 14BAlibaba (Qwen)Open131K36.5 $0.35 $1.40 59.779
237 Olmo 2 0325 32b InstructAllen Institute for AI (Ai2)Proprietary—36.5 — — ——
238 Amazon Nova Micro 1.0AmazonProprietary128K36.4 $0.035 $0.14 593—
239 gpt-oss-120bOpenAIOpen33K36.3 $0.037 $0.17 51755
240 GPT-4.1OpenAIProprietary1.05M36.1 $2 $8 10.3116
241 Amazon Nova Lite 1.0AmazonProprietary300K36.1 $0.06 $0.24 344—
242 Qwen3 Coder NextAlibaba (Qwen)Open262K35.8 $0.12 $0.80 123—
243 Magistral MediumMistral AIOpen262K35.7 $2 $5 130
244 DeepSeek-R1-Distill-Qwen-14BDeepSeekOpen—35.5 — — ——
245 Aya Expanse 8BCohereOpen—35.4 — — ——
246 Gemini 2.0 Flash (Feb 2025)GoogleProprietary—35.4 — — —92
247 Qwen MaxAlibaba (Qwen)Proprietary33K35.3 $1.60 $6.40 12.6—
248 Devstral Small 2505Mistral AIOpen—35.3 — — —88
249 Reka Flash 3RekaOpen66K35.3 $0.10 $0.20 282—
250 Qwen1.5-110BAlibaba (Qwen)Open—35.1 — — ——
251 Claude 3.5 SonnetAnthropicProprietary—35.0 — — ——
252 Qwen3 8BAlibaba (Qwen)Open33K34.8 $0.18 $0.70 112—
253 Amazon Nova LiteAmazonProprietary300K34.8 $0.06 $0.24 331—
254 Mercury 2.5InceptionProprietary260K34.5 $0.20 $0.75 102—
255 Qwen3.5-9BAlibaba (Qwen)Open66K34.4 $0.10 $0.15 306—
256 Qwen3-4BAlibaba (Qwen)Open—34.4 — — ——
257 Nova 2.0 Pro PreviewAmazonProprietary—34.3 — — ——
258 o1-miniOpenAIProprietary—34.3 — — ——
259 Qwen2.5-Coder-32BAlibaba (Qwen)Open33K34.2 $0.66 $1 45.9—
260 Grok-2 (Dec 2024)xAIProprietary—34.1 — — ——
261 Granite 3.1 2b InstructIBMOpen—34.1 — — ——
262 Wizardlm 70bMicrosoftOpen—34.0 — — ——
263 Gemma 2 2b ITGoogleOpen—33.9 — — ——
264 Phi 3 Medium 4k InstructMicrosoftOpen—33.9 — — ——
265 GPT-4.1 miniOpenAIProprietary1.05M33.8 $0.40 $1.60 48.386
266 Gemini 1.5 Flash (May 2024)GoogleProprietary—33.8 — — ——
267 Code Llama 70b InstructMetaOpen—33.7 — — ——
268 GPT-5 NanoOpenAIProprietary400K33.6 $0.05 $0.40 2444
269 Qwen1.5-14BAlibaba (Qwen)Open—33.6 — — ——
270 Laguna M.1PoolsideOpen262K33.5 — — ——
271 gpt-oss-20bOpenAIOpen33K33.4 $0.03 $0.13 60796
272 Pixtral LargeMistral AIProprietary128K33.2 $2 $6 11.1—
273 MistralMistral AIProprietary—33.2 — — ——
274 Granite 3.1 8b InstructIBMOpen—33.2 — — ——
275 Mistral Small 3.1Mistral AIOpen128K33.1 $0.35 $0.56 82.5—
276 Amazon Nova ProAmazonProprietary300K33.1 $0.80 $3.20 23.6—
277 Command R+CohereOpen128K33.0 $2.50 $10 7.55—
278 Falcon-180BTechnology Innovation InstituteOpen—33.0 — — ——
279 Solar 10.7b Instruct v1.0UpstageOpen—33.0 — — ——
280 Mistral SmallMistral AIOpen262K32.9 $0.15 $0.60 125120
281 Gemma 3 12BGoogleOpen131K32.8 $0.05 $0.15 437—
282 Llama 2 70b Steerlm ChatNVIDIAOpen—32.7 — — ——
283 Granite 3.0 8b InstructIBMOpen—32.5 — — ——
284 Gemini 1.5 Pro (May 2024)GoogleProprietary—32.4 — — ——
285 Amazon Nova MicroAmazonProprietary128K32.4 $0.035 $0.14 529—
286 Qwen2.5 72B InstructAlibaba (Qwen)Open33K32.4 $0.36 $0.40 87.5—
287 Qwen-14BAlibaba (Qwen)Open—32.3 — — ——
288 Wizardlm 13bMicrosoftOpen—32.3 — — ——
289 Mistral LargeMistral AIOpen262K32.3 $0.50 $1.50 43—
290 o1-proOpenAIProprietary200K32.3 $150 $600 0.12—
291 Qwen1.5-7BAlibaba (Qwen)Open—32.2 — — ——
292 Command RCohereOpen128K32.1 $0.15 $0.60 122—
293 Gemma 1.1 7b ITGoogleOpen—32.1 — — ——
294 Qwen2.5 32B InstructAlibaba (Qwen)Open—32.1 — — ——
295 Code Llama 34b InstructMetaOpen—32.0 — — ——
296 Phi-4MicrosoftOpen128K32.0 $0.07 $0.14 366—
297 Phi-4 MiniMicrosoftOpen128K31.8 $0.075 $0.30 242—
298 CodestralMistral AIProprietary256K31.7 $0.30 $0.90 70.4271
299 Granite 3.0 2b InstructIBMOpen—31.6 — — ——
300 Qwen1.5-72BAlibaba (Qwen)Open—31.6 — — ——
301 Gemma 3 27BGoogleOpen131K31.5 $0.08 $0.16 31562
302 Yi-1.5-34B01.AIOpen—31.3 — — ——
303 Qwen1.5-32BAlibaba (Qwen)Open—31.2 — — ——
304 Olmo 7b InstructAllen Institute for AI (Ai2)Open—31.2 — — ——
305 Mistral MediumMistral AIOpen262K31.1 $1.50 $7.50 10.468
306 GPT-4 TurboOpenAIProprietary128K31.1 $10 $30 2.08—
307 Llama 4 MaverickMetaOpen524K31.1 $0.19 $0.65 102456
308 Qwen2.5-VL 72B InstructAlibaba (Qwen)Open128K31.0 $0.80 $1 36.543
309 Llama 3.1-405BMetaOpen—31.0 — — —78
310 Palm 2GoogleProprietary—30.9 — — ——
311 Llama-3.3-70B-InstructMetaOpen128K30.9 $0.10 $0.32 199—
312 Gemma 7BGoogleOpen—30.9 — — ——
313 Mistral Small 3Mistral AIOpen33K30.8 $0.05 $0.08 535—
314 Qwen2-72BAlibaba (Qwen)Open—30.6 — — ——
315 Llama 2-13BMetaOpen—30.6 — — ——
316 Gemma 2BGoogleOpen—30.6 — — ——
317 Magistral SmallMistral AIOpen128K30.6 $0.50 $1.50 40.70
318 Phi 3 Mini 128k InstructMicrosoftOpen—30.5 — — ——
319 phi-3-medium 14BMicrosoftOpen—30.5 — — ——
320 Llama 2-7BMetaOpen—30.5 — — ——
321 OLMo 2 Furious 13BAllen Institute for AI (Ai2)Open—30.5 — — ——
322 Gemini 1.5 Flash 8BGoogleProprietary—30.5 — — ——
323 Granite 4.0 MicroIBMProprietary—30.4 — — ——
324 Gemma 1.1 2b ITGoogleOpen—30.1 — — ——
325 Llama 3.1-70BMetaOpen128K30.1 $0.72 $0.72 41.8—
326 DBRXDatabricksOpen—30.1 — — ——
327 Phi 3 Small 8k InstructMicrosoftOpen—30.0 — — ——
328 Qwen2.5 7B InstructAlibaba (Qwen)Open33K30.0 $0.10 $0.20 240—
329 Gemma 2 27BGoogleOpen8K29.8 $0.65 $0.65 45.9—
330 Claude 3 OpusAnthropicProprietary—29.8 — — ——
331 Llama 3.2 3BMetaOpen131K29.7 $0.0509 $0.34 244—
332 Claude 3.5 HaikuAnthropicProprietary—29.6 — — ——
333 Qwen1.5 4b ChatAlibaba (Qwen)Open—29.6 — — ——
334 Claude 3 SonnetAnthropicProprietary—29.5 — — ——
335 Llama 3-70BMetaOpen—29.2 — — —104
336 Phi 3 Mini 4k InstructMicrosoftOpen—29.2 — — ——
337 Llama 3.2 90BMetaOpen—29.1 — — ——
338 GPT-4OpenAIProprietary8K28.8 $30 $60 0.77—
339 Ministral 8BMistral AIOpen262K28.8 $0.15 $0.15 192—
340 Gemma 3 4BGoogleOpen131K28.7 $0.04 $0.08 57372
341 GPT-4oOpenAIProprietary128K28.6 $2.50 $10 6.54—
342 Yi-34B01.AIOpen—28.5 — — ——
343 GPT-4.1 nanoOpenAIProprietary1.05M28.1 $0.10 $0.40 161135
344 Llama 4 ScoutMetaOpen10M28.0 $0.10 $0.30 187272
345 Tulu 3 (Tülu 3) 70BAllen Institute for AI (Ai2)Open—27.9 — — ——
346 Mixtral 8x22BMistral AIOpen66K27.7 $2 $6 9.24—
347 Mixtral 8x7BMistral AIOpen—27.7 — — ——
348 Qwen3-1.7BAlibaba (Qwen)Open—27.7 — — ——
349 Qwen TurboAlibaba (Qwen)Proprietary1M27.6 $0.05 $0.20 316—
350 Mistral NemoMistral AIOpen128K27.3 $0.15 $0.15 182—
351 Ministral 3BMistral AIOpen131K27.2 $0.10 $0.10 272—
352 DeepSeek-R1-Distill-Qwen-1.5BDeepSeekOpen—27.1 — — ——
353 Dolly 2.0-12bDatabricksOpen—26.4 — — ——
354 Gemma 2 9BGoogleOpen—26.3 — — ——
355 Llama 3-8BMetaOpen—26.3 — — ——
356 Claude 3 HaikuAnthropicProprietary—26.3 — — —41
357 DeepSeek LLM 67BDeepSeekOpen—26.1 — — ——
358 Claude 2.1AnthropicProprietary—25.9 — — ——
359 Claude 2AnthropicProprietary—25.8 — — ——
360 GPT-4o miniOpenAIProprietary128K25.7 $0.15 $0.60 97.8120
361 Llama 13bMetaOpen—25.3 — — ——
362 Gemini 1.0 ProGoogleProprietary—25.0 — — ——
363 Llama 2-70BMetaOpen—24.8 — — ——
364 GPT-3.5-turboOpenAIProprietary16K23.8 $0.50 $1.50 31.7—
365 Mistral 7BMistral AIOpen—23.8 — — ——
366 Llama 3.1-8BMetaOpen128K23.6 $0.05 $0.08 410—
367 Llama 3.2 1BMetaOpen60K21.1 $0.027 $0.20 300—
368 Gemma 3 1BGoogleOpen—20.7 — — ——

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Leaders by category

Coding

  1. Claude Fable 5.1 74.4
  2. GPT-6 Astra 73.4
  3. Claude Opus 5.5 71.5

Agentic & Tool Use

  1. Claude Opus 5 55.7
  2. Gemini 4 Argon 54.9
  3. Claude Fable 5 53.6

Reasoning

  1. GPT-6 Astra 85.1
  2. GPT-6.1 Sol 83.0
  3. Gemini 4 Argon 81.5

Math

  1. GPT-6.1 Sol 93.8
  2. GPT-6 Astra 93.5
  3. Claude Opus 5.5 91.8

Knowledge

  1. GPT-6 Astra 75.5
  2. Gemini 3.8 Flash 74.9
  3. GPT-6.1 Sol 72.0

Multimodal

  1. Gemini 3 Pro 58.4
  2. Claude Opus 5.5 57.8
  3. Gemini 4 Argon 57.1

Multilingual

  1. Gemini 4 Carbon 60.0
  2. Gemini 4 Argon 58.9
  3. Claude Fable 5.1 58.1

Instruction Following

  1. GPT-5.1 83.8
  2. Gemini 4 Carbon 80.0
  3. Claude Opus 5.5 80.0

Long Context

  1. o3-pro 72.1
  2. GPT-5 69.4
  3. Grok 4 Fast 63.1

Writing & Preference

  1. Kimi K3.1 Pro 82.4
  2. Claude Fable 5.1 79.2
  3. Claude Opus 5 79.1

What changed

See how the ranking has moved over time →

Frequently asked questions

What is the best AI model right now?

As of November 2026, GPT-6 Astra leads the Noometry Index with a score of 70.6, ahead of Claude Opus 5.5 at 69.3.

What is the best open-source LLM?

Kimi K3 is the highest-ranked model with downloadable weights on the Noometry Index as of November 2026.

How is the Noometry Index calculated?

It fits every public benchmark result into ten category scores, adjusting for how hard each benchmark is, and averages them with fixed weights. Missing results are never counted as zero. The methodology page explains the approach.

How current is the leaderboard?

The rankings are rebuilt whenever a source publishes new results. This page was last verified on 2026-11-04.