Noometry

Noometry Index

LLM Leaderboard: October 2026

As of October 2026, GPT-6 Astra leads the Noometry Index with a score of 70.8, ahead of Claude Fable 5.1 at 69.0.

Last verified

  • 354 ranked models
  • 514 tracked
  • 93 scored benchmarks
  • 12,766 results
  • 10 categories
Best overall GPT-6 Astra Index 70.8Best open-weight Kimi K3 #15 overallBest value Hy3 $0.0825 / $0.33 per MLargest context GPT-6 Astra 1.05M 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 AstraOpenAIProprietary1.05M70.8 $10 $50 3.54—
2 Claude Fable 5.1AnthropicProprietary1M69.0 $10 $50 3.45—
3 Claude Opus 5.5AnthropicProprietary1M68.6 $4 $20 8.57—
4 Claude Opus 5AnthropicProprietary1M67.8 $5 $25 6.78—
5 Claude Fable 5AnthropicProprietary1M66.8 $10 $50 3.3425
6 GPT-6.1 SolOpenAIProprietary1.05M65.6 $2 $10 16.4—
7 GPT-5.6 SolOpenAIProprietary1.05M65.0 $4 $20 8.1210
8 GPT-5.5 ProOpenAIProprietary1.05M64.3 $30 $180 0.95—
9 GPT-5.5OpenAIProprietary1.05M63.4 $5 $30 5.6325
10 Claude Sonnet 5.5AnthropicProprietary1M61.9 $2 $10 15.5—
11 Gemini 3.8 FlashGoogleProprietary1.05M61.8 $0.75 $3.75 41.2—
12 GPT-6 SolOpenAIProprietary1.05M61.8 $2 $10 15.4—
13 Claude Opus 4.8AnthropicProprietary1M60.7 $5 $25 6.0734
14 Gemini 3.7 FlashGoogleProprietary1.05M59.8 $0.75 $3.75 39.9—
15 Kimi K3Moonshot AIOpen1.05M59.5 $3 $15 9.92—
16 GPT-5.4OpenAIProprietary1.05M59.4 $2.50 $15 10.612
17 GPT-5.6 TerraOpenAIProprietary1.05M59.2 $2 $12 13.111
18 GPT-5.4 ProOpenAIProprietary1.05M58.9 $30 $180 0.87—
19 Claude Opus 4.7AnthropicProprietary1M58.3 $5 $25 5.8333
20 Claude Opus 4.6AnthropicProprietary1M58.2 $5 $25 5.8219
21 Grok 4.6xAIProprietary500K56.9 $2 $6 19—
22 Qwen3.8 MaxAlibaba (Qwen)Proprietary1M56.8 $2 $6 18.9—
23 Gemini 3.1 Pro PreviewGoogleProprietary1.05M56.7 $2 $12 12.6—
24 Gemini 4 ArgonGoogleProprietary—56.5 — — ——
25 Grok 4.5xAIProprietary500K55.0 $2 $6 18.34
26 GLM-5.3Z.ai (Zhipu)Open1M54.8 $1.40 $4.40 25.5—
27 Muse Spark 1.3MetaProprietary1.05M54.8 $1.25 $4.25 27.4—
28 Gemini 3 ProGoogleProprietary—54.8 — — —1
29 Claude Sonnet 5AnthropicProprietary1M54.6 $2 $10 13.7—
30 GPT-5.6 LunaOpenAIProprietary1.05M54.6 $0.20 $1.20 12112
31 DeepSeek V4 ProDeepSeekOpen1M54.3 $0.66 $1.98 54.916
32 Gemini 3.5 FlashGoogleProprietary1.05M54.2 $1.50 $9 16.1—
33 Gemini 3.6 FlashGoogleProprietary1.05M54.1 $0.75 $3.75 36.1—
34 GPT-5.2OpenAIProprietary400K54.1 $1.75 $14 11.215
35 DeepSeek V4 FlashDeepSeekOpen1M53.6 $0.15 $0.60 2046
36 GPT-6 LunaOpenAIProprietary1.05M53.3 $0.10 $0.50 266—
37 Grok 4.7xAIProprietary500K53.1 $2 $6 17.7—
38 DeepSeek V4.1 FlashDeepSeekOpen1M52.8 $0.15 $0.60 201—
39 GPT-5.2 ProOpenAIProprietary400K52.3 $21 $168 0.91—
40 Gemini 3 Flash PreviewGoogleProprietary1.05M52.3 $0.50 $3 46.5—
41 GLM-5.3-FlashZ.ai (Zhipu)Open1M51.8 $0.15 $0.50 218—
42 Qwen3.7 MaxAlibaba (Qwen)Proprietary1M51.5 $2.50 $7.50 13.7—
43 Qwen3.6 Max PreviewAlibaba (Qwen)Proprietary262K51.5 $1.30 $7.80 17.6—
44 GLM-5.2Z.ai (Zhipu)Open1M51.1 $1.40 $4.40 23.823
45 GPT-5OpenAIProprietary400K50.9 $1.25 $10 14.82
46 Muse SparkMetaProprietary—50.6 — — ——
47 Claude Opus 4.5AnthropicProprietary200K50.5 $5 $25 5.0513
48 Muse Spark 1.2MetaProprietary1.05M50.3 $1.25 $4.25 25.2—
49 MiMo-V2.6-ProXiaomiOpen1.05M50.3 $0.43 $0.87 92.5—
50 Claude Sonnet 4.6AnthropicProprietary1M50.3 $3 $15 8.38—
51 Muse Spark 1.1MetaProprietary1.05M49.9 $1.25 $4.25 25—
52 Claude Haiku 5.5AnthropicProprietary1M49.5 $0.10 $0.50 247—
53 GPT-5.1OpenAIProprietary400K49.0 $1.25 $10 14.3—
54 Grok 4.20 (Non-Reasoning)xAIProprietary1M48.6 $1.25 $2.50 31.161
55 MiMo-V2.6-FlashXiaomiOpen1.05M48.5 $0.14 $0.28 277—
56 Grok 4xAIProprietary—48.1 — — —1
57 Kimi K2.5Moonshot AIOpen262K48.1 $0.45 $2.25 53.466
58 Step 5 PreviewStepFunProprietary1.02M47.9 $1 $2.70 33.6—
59 GLM-5.1Z.ai (Zhipu)Open200K47.8 $1.40 $4.40 22.2—
60 Kimi K2.6Moonshot AIOpen262K47.7 $0.95 $4 27.8—
61 o3OpenAIProprietary200K47.5 $2 $8 13.63
62 Qwen3.6 PlusAlibaba (Qwen)Proprietary1M47.5 $0.50 $3 42.2—
63 Inkling-SmallThinking Machines LabOpen524K46.5 $0.45 $1.20 72.9—
64 GPT-5 ProOpenAIProprietary400K46.4 $15 $120 1.125
65 Grok 4.20 Multi-AgentxAIProprietary1M46.2 $1.25 $2.50 29.6—
66 GLM-5Z.ai (Zhipu)Open205K46.1 $1 $3.20 29.723
67 Qwen3.5 397B-A17BAlibaba (Qwen)Open262K46.0 $0.60 $3.60 34.19
68 Qwen3.8 27BAlibaba (Qwen)Open262K46.0 $0.99 $1.49 41.2—
69 GPT-5.3 CodexOpenAIProprietary400K45.8 $1.75 $14 9.52—
70 Kimi K2 Thinking TurboMoonshot AIOpen—45.8 — — ——
71 Qwen3.5 Max PreviewAlibaba (Qwen)Proprietary—45.3 — — ——
72 Qwen3.7 PlusAlibaba (Qwen)Proprietary1M45.3 $0.40 $1.60 64.8—
73 Hy4 previewTencentOpen1.05M45.3 $0.75 $2.25 40.2—
74 MiMo-V2.5-ProXiaomiOpen1.05M45.2 $0.43 $0.87 83.2—
75 Gemini 2.5 ProGoogleProprietary1.05M45.0 $1.25 $10 13.15
76 GPT-5.4 miniOpenAIProprietary400K45.0 $0.75 $4.50 26.610
77 Amazon Nova Experimental Chat 26 02 10AmazonProprietary—44.5 — — ——
78 DeepSeek-V3.2-ExpDeepSeekOpen164K44.3 $0.26 $0.38 15316
79 Hy3TencentOpen262K44.2 $0.0825 $0.33 306—
80 InklingThinking Machines LabOpen66K44.1 $1.87 $4.68 17.1—
81 Claude Sonnet 4.5AnthropicProprietary200K44.1 $3 $15 7.3585
82 Chatgpt 4o Latest 20250326OpenAIProprietary—43.8 — — —21
83 ERNIE 5.1BaiduProprietary—43.8 — — ——
84 GLM-5V-TurboZ.ai (Zhipu)Proprietary200K43.8 $1.20 $4 23—
85 MiniMax-M3MiniMaxOpen1M43.8 $0.30 $1.20 83.4—
86 Grok 4.3xAIProprietary1M43.8 $1.25 $2.50 28—
87 Qwen3 MaxAlibaba (Qwen)Proprietary262K43.7 $1.20 $6 18.248
88 MiMo-V2-OmniXiaomiProprietary262K43.6 $0.14 $0.28 249—
89 Kimi K2.5 InstantMoonshot AIOpen—43.6 — — ——
90 Gemma 4 31B ITGoogleOpen262K43.5 $0.09 $0.34 2863
91 Qwen3 235B-A22BAlibaba (Qwen)Open131K43.5 $0.70 $2.80 35.585
92 Gemma 4 26B A4B ITGoogleOpen262K43.5 $0.0675 $0.23 407—
93 MiMo-V2.5XiaomiOpen1.05M43.4 $0.14 $0.28 248—
94 Kimi K2.7 CodeMoonshot AIOpen262K43.3 $0.95 $4 25.3—
95 Qwen3-VL 235B-A22BAlibaba (Qwen)Open131K43.2 $0.70 $2.80 35.3—
96 Seed 2.0 ProByteDance SeedProprietary256K43.2 $0.50 $3 38.4—
97 DeepSeek-V3.1-TerminusDeepSeekOpen164K43.1 $0.27 $1 95.430
98 Hunyuan Vision 1.5TencentProprietary—43.1 — — ——
99 Mistral Large 4Mistral AIProprietary1.05M43.1 $0.68 $2.09 41.7—
100 Claude Opus 4AnthropicProprietary200K43.1 $15 $75 1.4429
101 Amazon Nova Experimental Chat 11 10AmazonProprietary—43.0 — — ——
102 Qwen3-Next 80B-A3B InstructAlibaba (Qwen)Open131K43.0 $0.50 $2 49.2111
103 MiMo-V2-ProXiaomiProprietary1.05M43.0 $0.43 $0.87 79—
104 Amazon Nova Experimental Chat 12 10AmazonProprietary—42.9 — — ——
105 o3-proOpenAIProprietary200K42.9 $20 $80 1.231
106 Qwen3.5 PlusAlibaba (Qwen)Proprietary1M42.9 $0.40 $2.40 47.6—
107 Amazon Nova Experimental Chat 26 01 10AmazonProprietary—42.8 — — ——
108 DeepSeek-V3.1DeepSeekOpen164K42.8 $0.25 $0.95 101328
109 GPT-5.3 ChatOpenAIProprietary128K42.8 $1.75 $14 8.88—
110 GPT-5.5 InstantOpenAIProprietary—42.7 — — ——
111 GPT-5.2 CodexOpenAIProprietary400K42.6 $1.75 $14 8.84—
112 Qwen3.5-FlashAlibaba (Qwen)Proprietary1M42.5 $0.10 $0.40 243—
113 Nemotron 3 UltraNVIDIAOpen262K42.5 $0.50 $2.20 45.9—
114 Hunyuan T1 20250711TencentProprietary—42.5 — — ——
115 DeepSeek-R1DeepSeekProprietary164K42.3 $0.50 $2.15 46.410
116 Step 3.5 FlashStepFunOpen256K42.3 $0.10 $0.30 282—
117 Qwen3.6 27BAlibaba (Qwen)Open262K42.2 $0.60 $3.60 31.3—
118 Amazon Nova Experimental Chat 10 20AmazonProprietary—42.1 — — ——
119 Qwen3.5 122B-A10BAlibaba (Qwen)Open262K42.1 $0.40 $3.20 38.3—
120 Longcat Flash ChatMeituanOpen—42.1 — — —69
121 Solar Pro4UpstageProprietary524K42.1 $0.30 $1.20 80.2—
122 GLM-4.5Z.ai (Zhipu)Open131K42.0 $0.60 $2.20 4232
123 Qwen3.5 35B-A3BAlibaba (Qwen)Open262K42.0 $0.25 $2 61—
124 GLM-4.7Z.ai (Zhipu)Open205K42.0 $0.60 $2.20 42—
125 GPT-5.4 nanoOpenAIProprietary400K41.9 $0.20 $1.25 90.619
126 Amazon Nova Experimental Chat 10 09AmazonProprietary—41.9 — — ——
127 Qwen3.5 27BAlibaba (Qwen)Open262K41.9 $0.30 $2.40 50.7—
128 GPT-5 MiniOpenAIProprietary400K41.8 $0.25 $2 60.93
129 ERNIE 5.0 0110BaiduProprietary—41.8 — — ——
130 Granite 4.2 30bIBMOpen—41.8 — — ——
131 Muse GlimmerMetaOpen—41.7 — — ——
132 o4-miniOpenAIProprietary200K41.6 $1.10 $4.40 21.66
133 Gemini 3.5 Flash LiteGoogleProprietary1.05M41.5 $0.30 $2.50 48.8—
134 Grok 4.1xAIProprietary—41.5 — — ——
135 GLM-4.6Z.ai (Zhipu)Open205K41.4 $0.60 $2.20 41.412
136 Grok 4.1 FastxAIProprietary128K41.4 $0.20 $0.50 150—
137 GLM-4.6VZ.ai (Zhipu)Open128K41.3 $0.30 $0.90 91.8—
138 MiMo-V2-FlashXiaomiOpen262K41.3 $0.14 $0.28 236—
139 Hunyuan Turbos 20250226TencentProprietary—41.3 — — ——
140 Kimi K2 (Jul 2025)Moonshot AIOpen262K41.2 $0.57 $2.30 41.1201
141 Grok-3 minixAIProprietary—41.2 — — —10
142 Claude Opus 4.1AnthropicProprietary200K41.0 $15 $75 1.37—
143 o1OpenAIProprietary200K40.9 $15 $60 1.56—
144 Gemini 3.1 Flash LiteGoogleProprietary1.05M40.8 $0.25 $1.50 72.510
145 Claude Sonnet 4AnthropicProprietary200K40.8 $3 $15 6.7931
146 Qwen2.5-MaxAlibaba (Qwen)Proprietary—40.7 — — ——
147 Nemotron 3 Nano 30B A3BNVIDIAOpen262K40.6 $0.05 $0.20 464—
148 Granite 4.2 8BIBMOpen131K40.5 $0.06 $0.25 377—
149 Step 3StepFunOpen—40.5 — — —7
150 MiniMax M1MiniMaxOpen1M40.3 $0.55 $2.20 41.9—
151 Nvidia Llama 3.3 Nemotron Super 49b v1.5NVIDIAOpen131K40.3 $0.40 $0.40 101—
152 Mistral Medium 3.5Mistral AIOpen262K40.2 $1.50 $7.50 13.450
153 Nemotron 3 SuperNVIDIAOpen262K40.1 $0.08 $0.45 233—
154 Llama 3.3 Nemotron 49b Super v1NVIDIAOpen—40.1 — — ——
155 Nemotron 3.5 LightningNVIDIAOpen262K40.0 $0.05 $0.20 457—
156 Qwen3.7 FlashAlibaba (Qwen)Proprietary1M39.9 $0.03 $0.13 726—
157 Grok 3xAIProprietary—39.9 — — —42
158 GLM-4.5VZ.ai (Zhipu)Open64K39.8 $0.60 $1.80 44.234
159 QwQ-32BAlibaba (Qwen)Open—39.8 — — ——
160 Step 1o Turbo 202506StepFunProprietary—39.7 — — ——
161 Nova 2 LiteAmazonProprietary1M39.7 $0.30 $2.50 46.7—
162 DeepSeek-V3.2-SpecialeDeepSeekOpen128K39.7 $0.58 $1.68 46.4—
163 Hunyuan Turbo 0110TencentProprietary—39.6 — — ——
164 Claude 3.7 SonnetAnthropicProprietary—39.5 — — ——
165 Claude Haiku 4.5AnthropicProprietary200K39.5 $1 $5 19.8—
166 DeepSeek-V3DeepSeekOpen164K39.5 $0.24 $0.90 97.573
167 Grok 4 FastxAIProprietary—39.4 — — —577
168 Olmo 3.1 32b InstructAllen Institute for AI (Ai2)Open—39.4 — — ——
169 Granite 4.2 3bIBMOpen—39.4 — — ——
170 Gemini 2.5 FlashGoogleProprietary1.05M39.3 $0.30 $2.50 46.2152
171 Step 2 16k Exp 202412StepFunProprietary—39.2 — — ——
172 Qwen3 32BAlibaba (Qwen)Open131K39.2 $0.70 $2.80 3286
173 Gemini 2.0 ProGoogleProprietary—39.1 — — ——
174 Molmo 2 8bAllen Institute for AI (Ai2)Open—39.1 — — ——
175 Mercury 2InceptionProprietary128K39.1 $0.25 $0.75 104—
176 Mistral Large 3Mistral AIOpen262K39.1 $0.25 $0.75 1047
177 GLM-4.5-AirZ.ai (Zhipu)Open131K38.9 $0.20 $1.10 91.6160
178 MiniMax-M2.1MiniMaxOpen205K38.9 $0.30 $1.20 74.2—
179 Qwen3-30B-A3BAlibaba (Qwen)Open41K38.9 $0.12 $0.50 18142
180 GLM-4.7-FlashZ.ai (Zhipu)Open200K38.8 $0.06 $0.40 268—
181 Qwen2.5 Plus 1127Alibaba (Qwen)Proprietary—38.8 — — ——
182 Qwen3.6 FlashAlibaba (Qwen)Proprietary1M38.8 $0.19 $1.13 91.9—
183 Olmo 3 32b ThinkAllen Institute for AI (Ai2)Open—38.7 — — ——
184 Hunyuan Large 2025 02 10TencentProprietary—38.6 — — ——
185 Trinity Large ThinkingArcee AIOpen262K38.6 $0.25 $0.80 99.7—
186 GPT-5.1-CodexOpenAIProprietary400K38.6 $1.25 $10 11.2—
187 SonarPerplexityProprietary128K38.5 $1 $1 38.5—
188 MiniMax-M2.5MiniMaxOpen205K38.3 $0.30 $1.20 7349
189 Nova Premier 1.0AmazonProprietary1M38.3 $2.50 $12.50 7.679
190 Qwen3-Coder 480B-A35B InstructAlibaba (Qwen)Open262K38.1 $1.50 $7.50 12.767
191 Olmo 3.1 32b ThinkAllen Institute for AI (Ai2)Open—37.9 — — ——
192 GPT-5-CodexOpenAIProprietary400K37.9 $1.25 $10 1195
193 Hunyuan Standard 2025 02 10TencentProprietary—37.9 — — ——
194 Gemini 2.0 Flash-LiteGoogleProprietary—37.8 — — ——
195 DeepSeek-R1-Distill-Llama-70BDeepSeekOpen—37.8 — — —18
196 MiniMax-M2.7MiniMaxOpen205K37.7 $0.30 $1.20 71.9—
197 Gemini Advanced 0514GoogleProprietary—37.7 — — ——
198 Grok 2 Mini 2024 08 13xAIProprietary—37.7 — — ——
199 MercuryInceptionProprietary—37.6 — — —35
200 DeepSeek-V2.5 (Sep 2024)DeepSeekOpen—37.6 — — ——
201 Qwen3.6 35B-A3BAlibaba (Qwen)Open262K37.6 $0.25 $1.49 67.5—
202 Hunyuan Large VisionTencentProprietary—37.6 — — ——
203 Llama 3.1 Nemotron 70b InstructNVIDIAOpen—37.6 — — ——
204 MiniMax-M2MiniMaxOpen205K37.4 $0.30 $1.20 71.217
205 Granite 4.1 8bIBMOpen—37.4 — — ——
206 Gemma 3n E4b ITGoogleOpen—37.3 — — —13
207 Step 3.7 FlashStepFunOpen256K37.3 $0.18 $1.11 89.6—
208 GPT-4.5OpenAIProprietary—37.2 — — ——
209 Yi-Lightning01.AIProprietary—37.1 — — ——
210 Qwen PlusAlibaba (Qwen)Proprietary1M37.1 $0.40 $1.20 61.837
211 Gemini 2.5 Flash-LiteGoogleProprietary1.05M37.0 $0.10 $0.40 211172
212 o3-miniOpenAIProprietary200K36.7 $1.10 $4.40 19.1—
213 Llama 3.1 Nemotron Ultra 253b v1NVIDIAOpen—36.7 — — ——
214 Granite 4.0 H SmallIBMOpen—36.5 — — ——
215 Command ACohereOpen256K36.5 $2.50 $10 8.3328
216 Grok Build 0.1xAIProprietary256K36.4 $1 $2 29.1—
217 gpt-oss-120bOpenAIOpen131K36.3 $0.037 $0.17 51755
218 Mistral MediumMistral AIOpen262K36.3 $1.50 $7.50 12.168
219 GPT-4.1OpenAIProprietary1.05M35.9 $2 $8 10.3116
220 Deepseek Coder v2DeepSeekOpen—35.9 — — ——
221 C4ai Aya Expanse 32bCohereOpen128K35.9 — — ——
222 Llama 3.1 Nemotron 51b InstructNVIDIAOpen—35.9 — — ——
223 Nemotron 4 340b InstructNVIDIAOpen—35.9 — — ——
224 Llama 3.1 Tulu 3 8bAllen Institute for AI (Ai2)Open—35.7 — — ——
225 Qwen3 14BAlibaba (Qwen)Open131K35.5 $0.35 $1.40 57.979
226 DeepSeek-R1-Distill-Qwen-32BDeepSeekOpen—35.5 — — ——
227 Magistral MediumMistral AIOpen262K35.2 $2 $5 12.80
228 Gemini 2.0 Flash (Feb 2025)GoogleProprietary—35.1 — — —92
229 C4ai Aya Expanse 8bCohereOpen—34.9 — — ——
230 Qwen MaxAlibaba (Qwen)Proprietary33K34.7 $1.60 $6.40 12.4—
231 Claude 3.5 SonnetAnthropicProprietary—34.6 — — ——
232 Qwen3 Coder NextAlibaba (Qwen)Open262K34.3 $0.12 $0.80 118—
233 Devstral Small 2505Mistral AIOpen128K34.3 $0.10 $0.30 22988
234 Qwen1.5-110BAlibaba (Qwen)Open—34.2 — — ——
235 o1-miniOpenAIProprietary—34.0 — — ——
236 Qwen3.5-9BAlibaba (Qwen)Open262K33.8 $0.10 $0.15 300—
237 Codellama 70b InstructMetaOpen—33.7 — — ——
238 Qwen3 8BAlibaba (Qwen)Open131K33.7 $0.18 $0.70 109—
239 Grok-2 (Dec 2024)xAIProprietary—33.7 — — ——
240 GPT-4.1 miniOpenAIProprietary1.05M33.6 $0.40 $1.60 48.186
241 GPT-5 NanoOpenAIProprietary400K33.5 $0.05 $0.40 2444
242 Mercury 2.5InceptionProprietary260K33.5 $0.04 $0.15 496—
243 Mistral SmallMistral AIOpen262K33.4 $0.15 $0.60 127120
244 Nova 2.0 Pro PreviewAmazonProprietary—33.4 — — ——
245 Qwen2.5-Coder-32BAlibaba (Qwen)Open33K33.4 $0.66 $1 44.8—
246 Gemini 1.5 Flash (May 2024)GoogleProprietary—33.2 — — ——
247 Granite 3.1 2b InstructIBMOpen—33.2 — — ——
248 Gemma 2 2b ITGoogleOpen—33.1 — — ——
249 Wizardlm 70bMicrosoftOpen—33.0 — — ——
250 Phi 3 Medium 4k InstructMicrosoftOpen—33.0 — — ——
251 Tulu 3 (Tülu 3) 70BAllen Institute for AI (Ai2)Open—33.0 — — ——
252 DeepSeek-R1-Distill-Qwen-14BDeepSeekOpen—32.7 — — ——
253 Qwen1.5-14BAlibaba (Qwen)Open—32.7 — — ——
254 Olmo 2 0325 32b InstructAllen Institute for AI (Ai2)Open—32.7 — — ——
255 gpt-oss-20bOpenAIOpen131K32.5 $0.018 $0.09 90396
256 Laguna M.1PoolsideOpen262K32.5 — — ——
257 Command R+CohereOpen128K32.4 $2.50 $10 7.41—
258 Granite 3.1 8b InstructIBMOpen—32.4 — — ——
259 Pixtral LargeMistral AIOpen128K32.2 $2 $6 10.7—
260 Falcon-180BTechnology Innovation InstituteOpen—32.2 — — ——
261 Gemini 1.5 Pro (May 2024)GoogleProprietary—32.1 — — ——
262 Gemma 3 12BGoogleOpen131K32.1 $0.05 $0.15 428—
263 Mistral LargeMistral AIOpen131K31.9 $2 $6 10.6—
264 Qwen3-4BAlibaba (Qwen)Open—31.9 — — ——
265 Amazon Nova LiteAmazonProprietary300K31.9 $0.06 $0.24 304—
266 Mistral Medium 3.1Mistral AIProprietary131K31.9 $0.40 $2 39.8—
267 Qwen2.5 72B InstructAlibaba (Qwen)Open131K31.9 $1.40 $5.60 13—
268 Llama2 70b Steerlm ChatNVIDIAOpen—31.8 — — ——
269 Mistral Small 3.1Mistral AIOpen128K31.7 $0.35 $0.56 78.8—
270 Granite 3.0 8b InstructIBMOpen—31.6 — — ——
271 o1-proOpenAIProprietary200K31.5 $150 $600 0.12—
272 Command RCohereOpen128K31.4 $0.15 $0.60 120—
273 Qwen1.5-7BAlibaba (Qwen)Open—31.4 — — ——
274 Wizardlm 13bMicrosoftOpen—31.4 — — ——
275 Qwen-14BAlibaba (Qwen)Open—31.4 — — ——
276 Phi 3 Mini 4k Instruct June 2024MicrosoftOpen—31.3 — — ——
277 Gemma 1.1 7b ITGoogleOpen—31.3 — — ——
278 Mistral Small 3Mistral AIOpen33K31.2 $0.05 $0.08 543—
279 Phi-4MicrosoftOpen128K31.2 $0.07 $0.14 357—
280 Mistral Small 3.2Mistral AIOpen256K31.2 $0.0938 $0.25 23568
281 Amazon Nova ProAmazonProprietary300K31.0 $0.80 $3.20 22.1—
282 Llama 4 MaverickMetaOpen128K30.9 $0.19 $0.65 102456
283 Phi-4 MiniMicrosoftOpen128K30.9 $0.075 $0.30 235—
284 Gemma 3 27BGoogleOpen131K30.8 $0.08 $0.16 30862
285 Qwen1.5-72BAlibaba (Qwen)Open—30.8 — — ——
286 Granite 3.0 2b InstructIBMOpen—30.8 — — ——
287 Codellama 34b InstructMetaOpen—30.8 — — ——
288 Llama 3.1-405BMetaOpen—30.7 — — —78
289 Yi-1.5-34B01.AIOpen—30.6 — — ——
290 CodestralMistral AIProprietary256K30.6 $0.30 $0.90 68271
291 Llama-3.3-70B-InstructMetaOpen128K30.6 $0.10 $0.32 197—
292 GPT-4 TurboOpenAIProprietary128K30.5 $10 $30 2.03—
293 Qwen1.5-32BAlibaba (Qwen)Open—30.5 — — ——
294 Amazon Nova MicroAmazonProprietary128K30.4 $0.035 $0.14 496—
295 Olmo 7b InstructAllen Institute for AI (Ai2)Open—30.3 — — ——
296 Magistral SmallMistral AIOpen128K30.2 $0.50 $1.50 40.30
297 Qwen2.5 32B InstructAlibaba (Qwen)Open131K30.1 $0.70 $2.80 24.6—
298 Palm 2GoogleProprietary—30.0 — — ——
299 Gemma 7BGoogleOpen—30.0 — — ——
300 Qwen2-72BAlibaba (Qwen)Open—30.0 — — ——
301 Gemini 1.5 Flash 8BGoogleProprietary—29.9 — — ——
302 Qwen2.5-VL 72B InstructAlibaba (Qwen)Open131K29.9 $2.80 $8.40 7.1343
303 MistralMistral AIProprietary—29.9 — — ——
304 OLMo 2 Furious 13BAllen Institute for AI (Ai2)Open—29.7 — — ——
305 Phi 3 Mini 128k InstructMicrosoftOpen—29.7 — — ——
306 phi-3-medium 14BMicrosoftOpen—29.7 — — ——
307 Gemma 2BGoogleOpen—29.6 — — ——
308 Llama 3.1-70BMetaOpen128K29.6 $0.40 $0.40 74.1—
309 Llama 2-13BMetaOpen—29.6 — — ——
310 Claude 3 OpusAnthropicProprietary—29.5 — — ——
311 DBRXDatabricksOpen—29.4 — — ——
312 Gemma 2 27BGoogleOpen8K29.4 $0.65 $0.65 45.2—
313 Gemma 1.1 2b ITGoogleOpen—29.3 — — ——
314 Phi 3 Small 8k InstructMicrosoftOpen—29.3 — — ——
315 Claude 3.5 HaikuAnthropicProprietary—29.2 — — ——
316 GPT-4OpenAIProprietary8K29.1 $30 $60 0.78—
317 Llama 2-7BMetaOpen—29.1 — — ——
318 Granite 4.0 MicroIBMOpen131K29.0 $0.017 $0.11 713—
319 Claude 3 SonnetAnthropicProprietary—29.0 — — ——
320 Qwen2.5 7B InstructAlibaba (Qwen)Open131K29.0 $0.17 $0.70 94.6—
321 Llama 3.2 3BMetaOpen131K28.9 $0.05 $0.33 241—
322 Qwen1.5 4b ChatAlibaba (Qwen)Open—28.8 — — ——
323 Llama 3-70BMetaOpen—28.8 — — —104
324 GPT-4oOpenAIProprietary128K28.6 $2.50 $10 6.53—
325 Ministral 8BMistral AIOpen262K28.2 $0.15 $0.15 188—
326 Gemma 3 4BGoogleOpen131K28.1 $0.04 $0.08 56372
327 GPT-4.1 nanoOpenAIProprietary1.05M27.9 $0.10 $0.40 159135
328 Phi 3 Mini 4k InstructMicrosoftOpen—27.9 — — ——
329 Yi-34B01.AIOpen—27.8 — — ——
330 Llama 4 ScoutMetaOpen128K27.7 $0.10 $0.30 184272
331 Llama 3.2 90BMetaOpen—27.5 — — ——
332 Gemini 1.0 ProGoogleProprietary—27.3 — — ——
333 Mixtral 8x22BMistral AIOpen64K27.1 $2 $6 9.05—
334 Mixtral 8x7BMistral AIOpen32K27.1 $0.70 $0.70 38.8—
335 Qwen TurboAlibaba (Qwen)Proprietary1M27.1 $0.05 $0.20 310—
336 Qwen3-1.7BAlibaba (Qwen)Open—26.6 — — ——
337 Mistral NemoMistral AIOpen128K26.4 $0.15 $0.15 176—
338 Ministral 3BMistral AIOpen131K26.2 $0.10 $0.10 262—
339 DeepSeek-R1-Distill-Qwen-1.5BDeepSeekOpen—26.1 — — ——
340 Claude 3 HaikuAnthropicProprietary—25.9 — — —41
341 Gemma 2 9BGoogleOpen—25.9 — — ——
342 Dolly 2.0-12bDatabricksOpen—25.5 — — ——
343 GPT-4o miniOpenAIProprietary128K25.5 $0.15 $0.60 97.2120
344 Llama 3-8BMetaOpen—25.5 — — ——
345 Claude 2.1AnthropicProprietary—25.2 — — ——
346 Claude 2AnthropicProprietary—25.0 — — ——
347 DeepSeek LLM 67BDeepSeekOpen—24.9 — — ——
348 Llama 13bMetaOpen—24.4 — — ——
349 Llama 2-70BMetaOpen—24.4 — — ——
350 GPT-3.5-turboOpenAIProprietary16K23.2 $0.50 $1.50 31—
351 Mistral 7BMistral AIOpen8K23.0 $0.25 $0.25 92.2—
352 Llama 3.1-8BMetaOpen128K23.0 $0.05 $0.08 400—
353 Gemma 3 1BGoogleOpen—21.1 — — ——
354 Llama 3.2 1BMetaOpen60K20.1 $0.027 $0.20 286—

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Leaders by category

Coding

  1. Claude Fable 5.1 74.7
  2. GPT-6 Astra 73.7
  3. Claude Opus 5.5 71.9

Agentic & Tool Use

  1. Claude Opus 5 55.6
  2. Claude Fable 5 54.0
  3. GPT-6 Astra 52.9

Reasoning

  1. GPT-6 Astra 85.1
  2. GPT-6.1 Sol 81.9
  3. Claude Opus 5.5 80.2

Math

  1. GPT-6.1 Sol 93.7
  2. GPT-6 Astra 93.5
  3. Claude Opus 5.5 91.8

Knowledge

  1. GPT-6 Astra 75.3
  2. Gemini 3.8 Flash 74.8
  3. Gemini 3.1 Pro Preview 71.8

Multimodal

  1. Claude Opus 5.5 57.8
  2. Gemini 3 Pro 57.6
  3. GPT-6 Astra 55.0

Multilingual

  1. Gemini 4 Argon 60.3
  2. Claude Opus 5.5 59.1
  3. Claude Fable 5.1 59.1

Instruction Following

  1. GPT-5.1 83.9
  2. Gemini 4 Argon 80.1
  3. Claude Opus 5.5 80.0

Long Context

  1. o3-pro 72.2
  2. GPT-5 69.5
  3. Grok 4 Fast 63.2

Writing & Preference

  1. Claude Opus 5 79.2
  2. Claude Fable 5.1 79.2
  3. Claude Opus 5.5 78.2

What changed

See how the ranking has moved over time →

Frequently asked questions

What is the best AI model right now?

As of October 2026, GPT-6 Astra leads the Noometry Index with a score of 70.8, ahead of Claude Fable 5.1 at 69.0.

What is the best open-source LLM?

Kimi K3 is the highest-ranked model with downloadable weights on the Noometry Index as of October 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 2026-10-10.