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Institute Of Foundation Models vs Google vs OpenAI vs Microsoft

Each lab shows its best-ranked model on every board. One row per board where at least one is ranked, from each board's current capture.

  • Institute Of Foundation Models
  • Google
  • OpenAI
  • Microsoft

Head to head on 27 boards: OpenAI places best on 15, Google places best on 10, Microsoft places best on 2 and Institute Of Foundation Models places best on 0. All 4 ranked on 0 of 28 boards.

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BoardInstitute Of Foundation ModelsGoogleOpenAIMicrosoft
Chat2
Text ArenaArena ratingtoday#11,525best of the pickedGemini 4 Argon#171,484GPT-5.6 Sol
MultiChallengeScoretoday#371.4%best of the pickedGemini 3.1 Pro Preview#469.2%GPT-5.4 Pro
Reasoning7
MMLU-ProAccuracy · staletoday#191.2%best of the pickedGemini 3.1 Pro Preview#389.3%o1#7576.0%Phi 4 Plus
AA IntelligenceIndextoday#2830.5K2 Horizon 375B A23B#552.6Gemini 4 Argon#452.7best of the pickedGPT-6 Astra
HLEAccuracytoday#346.4%Gemini 3.1 Pro Preview#154.8%best of the pickedGPT-6 Astra
GPQA DiamondAccuracytoday#395.4%Gemini 3.8 Flash#195.8%best of the pickedGPT-6 Astra
ARC-AGI-2Scoretoday#889.2%Gemini 3.8 Flash#195.0%best of the pickedGPT-6 Astra
Epoch ECIECItoday#14157.4Gemini 3.7 Flash#2166.5best of the pickedGPT-6 Astra
LiveBenchGlobal averagetoday#1478.8%Gemini 3.7 Flash#482.2%best of the pickedGPT-6 Astra
Coding4
Aider PolyglotPass rate · staletoday#383.1%Gemini 2.5 Pro (Jun 2025)#188.0%best of the pickedGPT-5
WebDev ArenaArena ratingtoday#81,680Gemini 4 Argon#21,788best of the pickedGPT-6 Astra
SWE-bench VerifiedResolved · staletoday#275.8%best of the pickedGemini 3 Flash#672.8%GPT-5.2
SWE-Bench ProResolvedtoday#958.8%Gemini 3.8 Flash#390.2%best of the pickedGPT-6 Astra
Agents and tools3
BFCLOverall accuracytoday#372.5%best of the pickedGemini 3 Pro#763.0%o3#5028.8%Phi 4
Search ArenaArena ratingtoday#91,210Gemini 3.1 Pro Grounding#11,257best of the pickedGPT-5.6 Sol
MCP AtlasPass ratetoday#683.6%best of the pickedGemini 3.5 Flash#1181.8%GPT-5.6
Vision2
Vision ArenaArena ratingtoday#51,296best of the pickedGemini 3.7 Flash#81,291GPT-6.1 Sol
Document ArenaArena ratingtoday#161,463Gemini 3.5 Flash#61,486best of the pickedGPT-5.5
Image2
Text-to-ImageArena ratingtoday#91,261Gemini 3.1 Flash Image#11,424best of the pickedGPT Image 2.5 Sunburst#41,335MAI Image 2.6
Image EditArena ratingtoday#101,390Gemini 3 Pro Image#11,522best of the pickedGPT Image 2.5 Sunburst#51,427MAI Image 2.6
Video2
Text-to-VideoArena ratingtoday#11,516best of the pickedGemini Omni 1.1 Flash#111,368Sora 2 Pro
Image-to-VideoArena ratingtoday#21,488Gemini Omni 1.1 Flash
Speech2
Open ASRAverage WERtoday#619.51 WERgemma-4-E4B-it (google)#495.78 WERwhisper-large-v3 (openai)#23.81 WERbest of the pickedazure-speech-07-2026 (microsoft)
Speech ArenaArena ratingtoday#41,275best of the pickedGemini 3.8 Flash TTS#351,103TTS 1 Hd#271,131Azure Hd 2.5
Embeddings1
MTEBMean task scoretoday#568.4%gemini-embedding-001 (google)#174.3%best of the pickedharrier-oss-v1-27b (microsoft)
Speed1
AA SpeedOutput speedtoday#7124 tok/sK2 Horizon 375B A23B#1249 tok/sbest of the pickedGemini 3.8 Flash#6138 tok/sGPT-6 Luna
Price1
AA PriceBlended pricetoday#10$1.50Gemini 3.8 Flash#2$0.20best of the pickedGPT-6 Luna
Usage1
OpenRouterWeekly tokenstoday#132.2T tokGemini 3.8 Flash#66.2T tokbest of the pickedGPT-6 Luna

Green marks the best placing among the picked where two or more are ranked; ties are marked for each. Ranks are each board's own order (lower is better), scores as the board published them. Dash: not on that board.

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