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Data-driven comparisons across pricing, context window, capabilities, and output capacity. No fake universal scores.
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Flagship
Premium models for demanding workflows 95 pairsGoogle: Gemini 3.1 Pro Preview Custom Tools
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OpenAI: GPT-5.4 Pro
Google: Gemini 3.1 Pro Preview
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OpenAI: GPT-5.4 Pro
Anthropic: Claude Sonnet 4.6
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OpenAI: GPT-5.4 Pro
Anthropic: Claude Opus 4.6
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OpenAI: GPT-5.4 Pro
Anthropic: Claude Opus 4.5
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OpenAI: GPT-5.4 Pro
Google: Nano Banana Pro (Gemini 3 Pro Image Preview)
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OpenAI: GPT-5.4 Pro
Google: Gemini 3.1 Pro Preview Custom Tools
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OpenAI: GPT-5.4
Google: Gemini 3.1 Pro Preview
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OpenAI: GPT-5.4
Anthropic: Claude Sonnet 4.6
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OpenAI: GPT-5.4
Anthropic: Claude Opus 4.6
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OpenAI: GPT-5.4
Anthropic: Claude Opus 4.5
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OpenAI: GPT-5.4
Google: Nano Banana Pro (Gemini 3 Pro Image Preview)
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OpenAI: GPT-5.4
+ 83 more flagship comparisons
Mid-Tier
Strong performance at moderate cost 39 pairsGoogle: Nano Banana 2 (Gemini 3.1 Flash Image Preview)
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Qwen: Qwen3.5-122B-A10B
Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview)
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Qwen: Qwen3.5 397B A17B
Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview)
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Qwen: Qwen3 Max Thinking
Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview)
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MoonshotAI: Kimi K2.5
Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview)
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OpenAI: GPT Audio Mini
Google: Nano Banana 2 (Gemini 3.1 Flash Image Preview)
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Mistral: Devstral 2 2512
MoonshotAI: Kimi K2.5
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Qwen: Qwen3.5-122B-A10B
OpenAI: GPT Audio Mini
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Qwen: Qwen3.5-122B-A10B
Google: Gemini 3 Flash Preview
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Qwen: Qwen3.5-122B-A10B
Mistral: Devstral 2 2512
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Qwen: Qwen3.5-122B-A10B
MoonshotAI: Kimi K2.5
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Qwen: Qwen3.5 397B A17B
OpenAI: GPT Audio Mini
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Qwen: Qwen3.5 397B A17B
+ 27 more mid-tier comparisons
Budget
Cost-efficient for high-volume or basic tasks 70 pairsGoogle: Gemini 3.1 Flash Lite Preview
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Qwen: Qwen3.5-35B-A3B
Google: Gemini 3.1 Flash Lite Preview
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Qwen: Qwen3.5-27B
Google: Gemini 3.1 Flash Lite Preview
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Qwen: Qwen3.5-Flash
Google: Gemini 3.1 Flash Lite Preview
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Qwen: Qwen3.5 Plus 2026-02-15
Google: Gemini 3.1 Flash Lite Preview
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Qwen: Qwen3 Coder Next
Google: Gemini 3.1 Flash Lite Preview
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Mistral: Mistral Small Creative
Google: Gemini 3.1 Flash Lite Preview
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Mistral: Ministral 3 14B 2512
Google: Gemini 3.1 Flash Lite Preview
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Mistral: Ministral 3 8B 2512
Google: Gemini 3.1 Flash Lite Preview
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Mistral: Ministral 3 3B 2512
Google: Gemini 3.1 Flash Lite Preview
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Mistral: Mistral Large 3 2512
DeepSeek: DeepSeek V3.2 Speciale
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Google: Gemini 3.1 Flash Lite Preview
DeepSeek: DeepSeek V3.2
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Google: Gemini 3.1 Flash Lite Preview
+ 58 more budget comparisons