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Leaderboard

Knowledge leaderboard

Breadth and accuracy of factual recall, from general trivia to specialist domains, without external tools or retrieval. A value the source did not publish stays unavailable rather than becoming a zero.

Knowledge leaderboard

229 source-backed models, ranked by knowledge score. Blended cost is the 75% input / 25% output mix used everywhere else on the site.

Models ranked by Knowledge capability score
RankModelKnowledgeOverallBlended $/1M
1Claude Fable 5.1Anthropic · Proprietary97.584.74$20.00
2Claude Opus 5Anthropic · Proprietary97.581.87$10.00
3Muse Spark 1.1Meta · Proprietary93.470.18Unavailable
4Claude Opus 4.8Anthropic · Proprietary88.772.17$10.00
5Claude Fable 5Anthropic · Proprietary87.381.41$20.00
6GPT-6 AstraOpenAI · Proprietary86.982.81$20.00
7GPT-5.4 ProOpenAI · Proprietary84.860.49$67.50
8GPT-5.6 SolOpenAI · Proprietary84.780.46$8.00
9Kimi K3Moonshot AI · Pending84.574.43$6.00
10Gemini 3.7 FlashGoogle · Proprietary83.268.52$1.50
11Gemini 3.8 FlashGoogle · Proprietary83.175.89$1.50
12Claude Sonnet 5Anthropic · Proprietary82.869.68$4.00
13GPT-5.5 ProOpenAI · Proprietary82.861.9$67.50
14Gemini 3 ProGoogle · Proprietary82.666.36$4.50
15Claude Opus 4.7 (Adaptive)Anthropic · Proprietary82.169.31$10.00
16Claude Opus 4.6Anthropic · Proprietary81.669.21$10.00
17Hy4 previewTencent · Open WeightSelf-hosted81.660.89$1.25
18Kimi K2.5 (Reasoning)Moonshot AI · Proprietary81.457.39$1.20
19Claude Opus 4.7Anthropic · Proprietary81.270.6$10.00
20GPT-5.5OpenAI · Proprietary80.871.86$11.25
21Grok 4.5xAI · Proprietary80.267.99$3.00
22APApodex 1.1Apodex · Proprietary8051.74Unavailable
23Gemini 3.6 FlashGoogle · Proprietary79.768.42$3.00
24GPT-5.3 CodexOpenAI · Proprietary79.564.03$4.81
25Gemini 3.1 ProGoogle · Proprietary79.370.14$4.50
26Grok 4.6xAI · Proprietary7969.74$3.00
27MAI-Thinking-1Microsoft · Proprietary78.950.84Unavailable
28GPT-5.2OpenAI · Proprietary77.364.86$4.81
29GPT-5.6 TerraOpenAI · Proprietary77.271.13$4.50
30GLM-5.2Z.AI · Open Weight77.166.68$2.15
31Claude Sonnet 4.6Anthropic · Proprietary76.862.86$6.00
32GPT-5.4OpenAI · Proprietary76.770.88$5.63
33DSdots3-note PreviewDots Studio · Open WeightSelf-hosted76.764.14Unavailable
34Gemini 3 FlashGoogle · Proprietary76.761.94$1.13
35Muse Spark 1.2Meta · Proprietary7670.28$2.00
36Muse SparkMeta · Proprietary75.267.51Unavailable
37PMTernary Bonsai 2 27BPrism ML · Open WeightSelf-hosted75.250.78$0.18
38GPT-5.6 LunaOpenAI · Proprietary74.864.77$0.45
39GLM-5Z.AI · Open Weight74.661.47$1.55
40GLM-5.1Z.AI · Open Weight73.663.26$2.15
41Qwen3.5-122B-A10BAlibaba · Open WeightSelf-hosted73.350.67Unavailable
42Claude Opus 4.5 ThinkingAnthropic · Proprietary7353.05Unavailable
43Claude Sonnet 4.5Anthropic · Proprietary72.954.01$6.00
44Gemini 3.1 Flash-LiteGoogle · Proprietary72.156.32$0.56
45Qwen3 235B 2507Alibaba · Open WeightSelf-hosted72.154.11Unavailable
46GLM-5.3-FlashZ.AI · Open WeightSelf-hosted71.866.06Unavailable
47Qwen3.5-27BAlibaba · Open WeightSelf-hosted71.755.14Unavailable
48Qwen3.7 MaxAlibaba · Proprietary7166.87Unavailable
49DeepSeek V4 Pro 0813DeepSeek · Proprietary70.863.69$0.54
50Qwen3.5-35B-A3BAlibaba · Open WeightSelf-hosted70.553.47Unavailable
51Qwen 3.6 Max (preview)Alibaba · Proprietary69.963.94Unavailable
52GLM-5.3Z.AI · Open WeightSelf-hosted69.466.93Unavailable
53Qwen3.8 MaxAlibaba · Open Weight6973.17Unavailable
54Gemini 3.5 FlashGoogle · Proprietary68.768.02$3.38
55OAOrnith-1.5-397BOrnith AI · Open WeightSelf-hosted68.265.32Unavailable
56TMInkling-SmallThinking Machines Lab · Open Weight67.758.78$0.79
57GPT-5.2-CodexOpenAI · Proprietary67.253.95$4.81
58o3-miniOpenAI · Proprietary66.846.72$1.93
59TMInklingThinking Machines Lab · Open Weight66.760.38$2.57
60Grok 4xAI · Proprietary66.653.4Unavailable
61GPT-5.1-CodexOpenAI · Proprietary65.948.16$3.44
62Kimi K2.7 CodeMoonshot AI · Open Weight65.665.6$1.71
63GPT-5 (medium)OpenAI · Proprietary65.549.62Unavailable
64Gemini 3.5 Flash-LiteGoogle · Proprietary65.158.78$0.85
65MiMo-V2.5-ProXiaomi · Proprietary64.862.61Unavailable
66o3OpenAI · Proprietary64.647.58$3.50
67Grok 4.20xAI · Proprietary64.267.27$3.00
68MiMo-V2.5Xiaomi · Proprietary6457.78Unavailable
69GPT-5.1OpenAI · Proprietary63.663.18$3.44
70Nemotron 3 Nano Omni 30B A3BNVIDIA · Open WeightSelf-hosted63.640.89Unavailable
71o1OpenAI · Proprietary62.946.19$26.25
72Claude Opus 4.5Anthropic · Proprietary60.358.42$10.00
73Qwen3.7 PlusAlibaba · Proprietary60.161.6Unavailable
74Nemotron 3.5 Lightning 30B A3B NVFP4NVIDIA · Open WeightSelf-hosted59.920.46Unavailable
75MiniMax M3MiniMax · Open Weight5961.25$0.52
76Granite 4.2 8BIBM · Open WeightSelf-hosted58.638.27Unavailable
77Qwen3.6 PlusAlibaba · Proprietary58.560.36Unavailable
78GPT-5.4 miniOpenAI · Proprietary58.361.05$1.69
79Hy3Tencent · Open WeightSelf-hosted57.760.79$0.14
80Kimi K2.6Moonshot AI · Open Weight57.665.5$1.71
81Grok 4.3xAI · Proprietary57.359.73$1.56
82DeepSeek-R1DeepSeek · Open Weight56.150.55$0.96
83Kimi K2.5Moonshot AI · Open Weight5654.02$1.20
84MiniMax M2.7MiniMax · Open Weight55.255.01$0.52
85GLM-5V-TurboZ.AI · Proprietary54.957.41$1.90
86Qwen3.5 397BAlibaba · Open Weight54.555.09$1.35
87DeepSeek V3.1 (Reasoning)DeepSeek · Open WeightSelf-hosted54.548.67Unavailable
88GPT-4.1OpenAI · Proprietary54.241.29$3.50
89GLM-5-TurboZ.AI · Proprietary53.961.42$1.90
90Gemma 4 12BGoogle · Open Weight53.942.99Unavailable
91Claude Haiku 4.5Anthropic · Proprietary53.752.89$2.00
92Qwen3.8-Flash-NextAlibaba · Open WeightSelf-hosted53.356.98Unavailable
93Kimi K2Moonshot AI · Proprietary52.923.12$1.08
94Muse Glimmer 30BMeta · Open WeightSelf-hosted52.445.08$0.64
95MiMo-V2-ProXiaomi · Proprietary5262.51Unavailable
96Nemotron 3 UltraNVIDIA · Open WeightSelf-hosted51.640.5Unavailable
97Gemini 2.5 FlashGoogle · Proprietary51.551.24$0.85
98Step 3.7 FlashStepFun · Open Weight51.249.78$0.44
99DeepSeek V3DeepSeek · Open Weight50.941.64$0.48
100Grok 4.1 Fast (Reasoning)xAI · Proprietary50.554.82Unavailable
101Mistral Large 3Mistral · Proprietary50.445.45$0.75
102Llama 4 MaverickMeta · Open WeightSelf-hosted50.222.73$0.30
103Qwen3 MaxAlibaba · Proprietary49.740.75$1.56
104DeepSeek V3.2DeepSeek · Open Weight49.356.81$0.32
105GPT-4.1 miniOpenAI · Proprietary49.133.36$0.70
106GPT-OSS 120BOpenAI · Open WeightSelf-hosted4945.82$0.26
107Grok Code Fast 1xAI · Proprietary48.834.02$0.53
108DeepSeek V3.1DeepSeek · Open WeightSelf-hosted48.450.72Unavailable
109GPT-5.4 nanoOpenAI · Proprietary48.259.42$0.46
110Grok 4 Fast (Reasoning)xAI · Proprietary48.151.16Unavailable
111Claude 4 SonnetAnthropic · Proprietary47.939.26$6.00
112Trinity-Large-ThinkingArcee AI · Open Weight47.743.27$0.41
113Qwen3.8-27BAlibaba · Open WeightSelf-hosted47.664.29Unavailable
114Qwen3.6-27BAlibaba · Open WeightSelf-hosted46.947.73Unavailable
115Mistral Small 4Mistral · Open Weight46.942.85$0.26
116GLM-4.6Z.AI · Open Weight46.651.73Unavailable
117Mistral Medium 3.5 128BMistral · Open Weight4642.56$3.00
118GPT-4oOpenAI · Proprietary4538.81$4.38
119Mistral Large 2Mistral · Proprietary4536.33Unavailable
120MiMo-V2-OmniXiaomi · Proprietary44.457.53Unavailable
121Ling 2.6 FlashInclusionAI · Open Weight43.840.59Unavailable
122Qwen3.6-35B-A3BAlibaba · Open Weight43.343.85Unavailable
123Mistral Medium 3Mistral · Proprietary43.330.64$0.80
124Gemma 4 31BGoogle · Open WeightSelf-hosted42.652.4Unavailable
125SASarvam 105BSarvam · Open WeightSelf-hosted42.640.12Unavailable
126Claude 3 HaikuAnthropic · Proprietary42.617.96$0.50
127Grok 4.1 FastxAI · Proprietary42.247.14$0.28
128Nova ProAmazon · Proprietary41.919.04Unavailable
129GLM-4.5-AirZ.AI · Proprietary41.243.73$0.43
130GPT-OSS 20BOpenAI · Open WeightSelf-hosted40.941.08$0.055
131MiMo-V2-FlashXiaomi · Open WeightSelf-hosted40.548.83Unavailable
132Llama 4 ScoutMeta · Open WeightSelf-hosted40.133.32$0.15
133Qwen3-Omni-30B-A3B-InstructAlibaba · Open Weight39.238.64Unavailable
134Phi-4Microsoft · Open WeightSelf-hosted38.933.09$0.0875
135GPT-4.1 nanoOpenAI · Proprietary37.927.21$0.18
136Gemma 3 27BGoogle · Open WeightSelf-hosted37.835.73Unavailable
137SASarvam 30BSarvam · Open WeightSelf-hosted37.438.93Unavailable
138Hy3 PreviewTencent · Open WeightSelf-hosted37.355.71$0.29
139OAOrnith-1.5-35B-A3BOrnith AI · Open WeightSelf-hosted37.336.86Unavailable
140Ling 3.0 FlashInclusionAI · Open Weight34.746.83Unavailable
141LFM2.5-8B-A1BLiquidAI · Open WeightSelf-hosted3439.28Unavailable
142Command A+Cohere · Open Weight33.542.85$4.38
143Gemma 4 26B A4BGoogle · Open WeightSelf-hosted33.355Unavailable
144Gemma 4 E4BGoogle · Open WeightSelf-hosted33.240.18Unavailable
145LFM2.5-2.6BLiquidAI · Open WeightSelf-hosted33.239.9Unavailable
146Gemma 4 E2BGoogle · Open WeightSelf-hosted33.239.58Unavailable
147Granite-4.0-H-1BIBM · Open WeightSelf-hosted33.238.21Unavailable
148Granite-4.0-350MIBM · Open WeightSelf-hosted33.238.02Unavailable
149Granite-4.0-H-350MIBM · Open WeightSelf-hosted33.238.02Unavailable
150Granite-4.0-1BIBM · Open WeightSelf-hosted33.138.06Unavailable
151GLM-4.7Z.AI · Open WeightSelf-hosted32.557.76Unavailable
152Laguna M.1Poolside · Proprietary30.13.81Unavailable
153Laguna XS.2Poolside · Open WeightSelf-hosted30.11.47Unavailable
154Gemini 2.5 ProGoogle · Proprietary29.457.31$3.44
155GPT-5.2 ProOpenAI · ProprietaryUnavailable68.99$57.75
156Claude Opus 4.6 (Adaptive)Anthropic · ProprietaryUnavailable62.23Unavailable
157Gemini 3 Pro Deep ThinkGoogle · ProprietaryUnavailable59.32Unavailable
158Grok 4.1xAI · ProprietaryUnavailable57.99Unavailable
159GLM-5 (Reasoning)Z.AI · Open WeightUnavailable57.81$1.55
160Qwen3.5 397B (Reasoning)Alibaba · Open WeightUnavailable57.54$1.35
161GPT-5.2 InstantOpenAI · ProprietaryUnavailable57.05$2.63
162GPT-5.3 InstantOpenAI · ProprietaryUnavailable56.95$4.81
163GPT-5 (high)OpenAI · ProprietaryUnavailable56.7$3.44
164DeepSeek V3.2 (Thinking)DeepSeek · Open WeightUnavailable56.19$0.96
165Qwen3.5 FlashAlibaba · ProprietaryUnavailable56.19$0.18
166Qwen3 235B 2507 (Reasoning)Alibaba · Open WeightSelf-hostedUnavailable56.08Unavailable
167GLM-4.5Z.AI · ProprietaryUnavailable55.64$1.00
168GPT-5.3-Codex-SparkOpenAI · ProprietaryUnavailable54.99Unavailable
169MiniMax M2.5MiniMax · ProprietaryUnavailable54.76$0.52
170Trinity-Large-PreviewArcee AI · Open WeightUnavailable54.04$0.44
171DeepSeek LLM 2.0DeepSeek · Open WeightSelf-hostedUnavailable52.65Unavailable
172GPT-5.1-Codex-MaxOpenAI · ProprietaryUnavailable52.6$3.44
173Grok 3 [Beta]xAI · ProprietaryUnavailable51.85Unavailable
174Nemotron 3 Nano 30BNVIDIA · Open WeightSelf-hostedUnavailable51.09Unavailable
175Qwen3.5 PlusAlibaba · ProprietaryUnavailable50.33$0.90
176Step 3.5 FlashStepFun · Open WeightUnavailable49.68$0.15
177Qwen3.7 FlashAlibaba · ProprietaryUnavailable49.46$0.055
178Nemotron 3 Super 120B A12BNVIDIA · Open WeightSelf-hostedUnavailable49.15$0.17
179DeepSeek Coder 2.0DeepSeek · Open WeightUnavailable48.48Unavailable
180Seed 1.6ByteDance · ProprietaryUnavailable48.43Unavailable
181Nemotron 3 Super 100BNVIDIA · Open WeightSelf-hostedUnavailable48.28Unavailable
182o4-mini (high)OpenAI · ProprietaryUnavailable48.2$1.93
183DeepSeekMath V2DeepSeek · Open WeightSelf-hostedUnavailable48.09Unavailable
184Qwen2.5-1MAlibaba · Open WeightSelf-hostedUnavailable48.09Unavailable
185Seed-2.0-LiteByteDance · ProprietaryUnavailable48.04Unavailable
186o3-proOpenAI · ProprietaryUnavailable47.84$35.00
187Ministral 3 14B (Reasoning)Mistral · Open WeightUnavailable47.56$0.20
188Grok 3 MinixAI · ProprietaryUnavailable46.98$0.35
189ALAion-2.0Aion Labs · ProprietaryUnavailable46.89$1.00
190GLM-4.7-FlashZ.AI · Open WeightSelf-hostedUnavailable46.13Unavailable
191o1-previewOpenAI · ProprietaryUnavailable46.09$26.25
192GPT-5 miniOpenAI · ProprietaryUnavailable45$0.69
193Z-1Z · ProprietaryUnavailable43.43Unavailable
194Seed 1.6 FlashByteDance · ProprietaryUnavailable43.39Unavailable
195Mistral 8x7BMistral · Open WeightSelf-hostedUnavailable43.29Unavailable
196Moonshot v1Moonshot AI · ProprietaryUnavailable43.1Unavailable
197Seed-2.0-MiniByteDance · ProprietaryUnavailable42.91Unavailable
198Nemotron Ultra 253BNVIDIA · Open WeightSelf-hostedUnavailable42.72Unavailable
199Mercury 2Inception · ProprietaryUnavailable42.17$0.38
200o1-proOpenAI · ProprietaryUnavailable42.05$262.50
201Claude 4.1 OpusAnthropic · ProprietaryUnavailable41.87$30.00
202Ministral 3 8B (Reasoning)Mistral · Open WeightUnavailable38.79$0.15
203Qwen2.5-VL-32BAlibaba · Open WeightSelf-hostedUnavailable38.27Unavailable
204Llama 4 BehemothMeta · Open WeightSelf-hostedUnavailable38.22Unavailable
205Ministral 3 3B (Reasoning)Mistral · Open WeightUnavailable37.94$0.10
206Mistral 8x7B v0.2Mistral · Open WeightSelf-hostedUnavailable37.56Unavailable
207Qwen2.5-72BAlibaba · Open WeightSelf-hostedUnavailable37.52Unavailable
208GPT-5 nanoOpenAI · ProprietaryUnavailable36.91$0.14
209Llama 3.1 405BMeta · Open WeightSelf-hostedUnavailable36.7Unavailable
210Claude 3 OpusAnthropic · ProprietaryUnavailable34.4$30.00
211Gemini 1.5 ProGoogle · ProprietaryUnavailable33.46$2.19
212Qwen2.5 Coder 32B InstructAlibaba · Open WeightSelf-hostedUnavailable33.3Unavailable
213GPT-4o miniOpenAI · ProprietaryUnavailable33.26$0.26
214DeepSeek R1 Distill Qwen 32BDeepSeek · Open WeightSelf-hostedUnavailable32.54Unavailable
215Claude 3.5 SonnetAnthropic · ProprietaryUnavailable32.09$6.00
216Claude 4.1 Opus ThinkingAnthropic · ProprietaryUnavailable31.4Unavailable
217Llama 3 70BMeta · Open WeightSelf-hostedUnavailable30.73Unavailable
218Ministral 3 14BMistral · Open WeightUnavailable30.19$0.20
219Mixtral 8x22B Instruct v0.1Mistral · Open WeightSelf-hostedUnavailable26.85Unavailable
220GPT-4 TurboOpenAI · ProprietaryUnavailable24.4$15.00
221MiniMax M1 80kMiniMax · ProprietaryUnavailable21.38Unavailable
222LFM2-24B-A2BLiquidAI · ProprietarySelf-hostedUnavailable18.48Unavailable
223Ministral 3 8BMistral · Open WeightUnavailable17.78$0.15
224LFM2.5-1.2B-ThinkingLiquidAI · ProprietarySelf-hostedUnavailable16.65Unavailable
225Gemini 1.0 ProGoogle · ProprietaryUnavailable16.32Unavailable
226LFM2.5-1.2B-InstructLiquidAI · ProprietarySelf-hostedUnavailable15.97Unavailable
227Ministral 3 3BMistral · Open WeightUnavailable15.96$0.10
228Nemotron-4 15BNVIDIA · Open WeightSelf-hostedUnavailable15.9Unavailable
229Mistral 7B v0.3Mistral · Open WeightSelf-hostedUnavailable8.66Unavailable

Evidence key: ObservedLast goodUnavailable

68 of these rows are marked self-hosted by the source: open-weight models with no first-party hosted token rate. 11 of them show a hosted rate matched from another provider; the rest report an unavailable price rather than zero.