Compare

Pick two to four language models. Models are compared within one type because prices, specs and scores differ by type. Bold marks the better value in each row; prices come from each provider’s own API.

Selected comparisons

ImageGemini Nano Banana 2.1 vs GPT-Image-2.6 Sunburst
LanguageGPT-5.6 Terra vs GPT-6.1 Terra
LanguageClaude Haiku 4.5 vs Claude Haiku 5.5
LanguageClaude Haiku 5.5 vs GPT-6 Luna
LanguageClaude Opus 5 vs Claude Opus 5.5
LanguageClaude Sonnet 5.5 vs GPT-6.1 Sol
LanguageClaude Sonnet 5.5 vs GPT-6 Sol
LanguageClaude Sonnet 5 vs Claude Sonnet 5.5
LanguageGPT-6.1 Sol vs GPT-6 Sol
VideoKling 4.0 vs Wan3.0 Video
ImageFLUX1.1 [pro] Ultra vs Qwen-Image-2.1-Pro
ImageImage-01 vs Qwen-Image-2.1-Pro
ImageFLUX1.1 [pro] Ultra vs Image-01
LanguageClaude Opus 5.5 vs Gemini 3.1 Pro preview
LanguageClaude Opus 5.5 vs Gemini 4 Argon
LanguageClaude Opus 5.5 vs Grok 4.7
LanguageClaude Opus 5.5 vs Kimi K3
LanguageClaude Opus 5.5 vs MiniMax-M3
LanguageClaude Opus 5.5 vs Qwen3.8 Max
ImageFLUX 3 Image vs Gemini 3 Pro Image (Nano Banana Pro)
ImageFLUX 3 Image vs Gemini Nano Banana 2.1
ImageFLUX 3 Image vs Kling Image 3.0
ImageFLUX 3 Image vs Qwen-Image-3.0-Pro
LanguageGemini 3.1 Pro preview vs GLM-5.3
LanguageGemini 3.1 Pro preview vs GPT-6 Astra
LanguageGemini 3.1 Pro preview vs Grok 4.7
LanguageGemini 3.1 Pro preview vs Kimi K3
LanguageGemini 3.1 Pro preview vs Mistral Large 4
LanguageGemini 3.1 Pro preview vs Muse Wonder
LanguageGemini 3.1 Pro preview vs Qwen3.8 Max
ImageGemini 3 Pro Image (Nano Banana Pro) vs GPT-Image-2
ImageGemini 3 Pro Image (Nano Banana Pro) vs GPT Image 2.5 Sunburst
ImageGemini 3 Pro Image (Nano Banana Pro) vs Kling Image 3.0
ImageGemini 3 Pro Image (Nano Banana Pro) vs Qwen-Image-3.0-Pro
LanguageGemini 4 Argon vs GLM-5.3
LanguageGemini 4 Argon vs GPT-6 Astra
LanguageGemini 4 Argon vs Grok 4.7
LanguageGemini 4 Argon vs Kimi K3
LanguageGemini 4 Argon vs MiniMax-M3
LanguageGemini 4 Argon vs Mistral Large 4
LanguageGemini 4 Argon vs Qwen3.8 Max
ImageGemini Nano Banana 2.1 vs GPT-Image-2
ImageGemini Nano Banana 2.1 vs Kling Image 3.0
ImageGemini Nano Banana 2.1 vs Qwen-Image-3.0-Pro
LanguageGLM-5.3 vs GPT-6 Astra
LanguageGLM-5.3 vs Grok 4.7
LanguageGLM-5.3 vs Kimi K3
LanguageGLM-5.3 vs MiniMax-M3
LanguageGLM-5.3 vs Qwen3.8 Max
LanguageGLM-5.3 vs Seed 2.1 Pro
ImageGLM-Image vs Image-01
LanguageGPT-6 Astra vs Grok 4.7
LanguageGPT-6 Astra vs Kimi K3
LanguageGPT-6 Astra vs MiniMax-M3
LanguageGPT-6 Astra vs Muse Wonder
LanguageGrok 4.7 vs Kimi K3
LanguageGrok 4.7 vs MiniMax-M3
LanguageGrok 4.7 vs Muse Wonder
LanguageKimi K3 vs MiniMax-M3
ImageKling Image 3.0 vs Qwen-Image-3.0-Pro
LanguageMiniMax-M3 vs Qwen3.8 Max
LanguageMiniMax-M3 vs Seed 2.1 Pro
LanguageMistral Large 4 vs Muse Wonder
LanguageMistral Large 4 vs Qwen3.8 Max
LanguageMuse Wonder vs Qwen3.8 Max
LanguageQwen3.8 Max vs Seed 2.1 Pro
DecisionJev vs Jev 1.14.0
LanguageLongCat-2.0 vs LongCat-2.5
Realtime voiceqwen-audio-3.0-realtime-flash vs qwen-audio-3.1-realtime-flash
Text to speechVoxtral TTS vs Voxtral TTS 3
ImageSeedream 4.0 vs Seedream 4.5
LanguageClaude Fable 5 vs Claude Fable 5.1
LanguageClaude Mythos 5 vs Claude Mythos 5.1
LanguageClaude Opus 4.5 vs Claude Opus 4.6
LanguageClaude Opus 4.6 vs Claude Opus 4.7
LanguageClaude Opus 4.8 vs Claude Opus 5
LanguageClaude Sonnet 4.5 vs Claude Sonnet 4.6
LanguageClaude Sonnet 4.6 vs Claude Sonnet 5
Text to speechCosyVoice-v3.5-Flash vs CosyVoice-v3-Flash
Text to speechCosyVoice-v3.5-Plus vs CosyVoice-v3-Plus
Text to speechEleven v3 vs Eleven v4
LanguageERNIE 4.5 Turbo VL vs ERNIE-4.5-Turbo-VL-32K
LanguageERNIE 4.5 vs ERNIE 5.0
LanguageGemini 2.5 Flash-Lite vs Gemini 3.5 Flash-Lite
LanguageGemini 2.5 Flash vs Gemini 3 Flash preview
LanguageGemini 3.6 Flash vs Gemini 3 Flash preview
LanguageGLM-4.6V-Flash vs GLM-4-Flash-250414
LanguageGLM-4.6V-Flash vs GLM-5.3-Flash
LanguageGLM-4.7 vs GLM-5
LanguageGLM-5.1 vs GLM-5.2
LanguageGLM-5-Turbo vs GLM-5V-Turbo
LanguageGLM-5 vs GLM-5.1
LanguageGPT-4.1 Mini vs GPT-4o Mini
LanguageGPT-4.1 Mini vs GPT-5 Mini
LanguageGPT-4.1 vs GPT-5
LanguageGPT-5.2 Pro vs GPT-5.4 Pro
LanguageGPT-5.2 Pro vs GPT-5 Pro
LanguageGPT-5.2 vs GPT-5.4
LanguageGPT-5.4 Mini vs GPT-5 Mini
LanguageGPT-5.4 Pro vs GPT-5.5 Pro
LanguageGPT-5.4 vs GPT-5.5
LanguageGPT-5.6 Luna vs GPT-6 Luna
LanguageGPT-5.6 Sol vs GPT-6.1 Sol
LanguageGPT-5.6 Sol vs GPT-6 Sol
LanguageGPT-5 vs GPT-5.2
LanguageGrok 4.20 vs Grok 4.5
LanguageGrok 4.5 vs Grok 4.6
LanguageHy3 vs Hy4 preview
LanguageKimi K2.5 vs Kimi K2.6
VideoKling 2.6 vs Kling 3.0
LanguageLongCat-2.0 vs LongCat-2.5-Preview
LanguageMercury 2 vs Mercury 2.5
LanguageMistral Large 3 vs Mistral Large 4
LanguageQwen Flash vs Qwen3.5-Flash
ImageQwen-MT-Image vs Qwen-MT-Image-2.0
LanguageQwen-Plus vs Qwen3.5 Plus
Embeddingqwen2.5-vl-embedding vs Qwen3-VL-Embedding
LanguageQwen3.5-Flash vs Qwen3.6 Flash
LanguageQwen3.5-Omni-Flash vs Qwen3.8-Omni-Flash
LanguageQwen3.5-Omni-Flash vs Qwen3-Omni-Flash
LanguageQwen3.5 Plus vs Qwen3.6 Plus
LanguageQwen3.6-27B vs Qwen3.8-2.4T-A95B
LanguageQwen3.6-27B vs Qwen3.8-27B
LanguageQwen3.6 Flash vs Qwen3.7-Flash
LanguageQwen3.6 Plus vs Qwen3.7-Plus
LanguageQwen3.7-Flash vs Qwen3.8-Flash
LanguageSeed 2.0 Lite vs Seed 2.1 Lite
LanguageSeed 2.0 Pro vs Seed 2.1 Pro
VideoSeedance 2.0 vs Seedance 2.5
Text to speechspeech-02-hd vs speech-2.6-hd
Text to speechspeech-02-turbo vs speech-2.6-turbo
EmbeddingText-Embedding-v3 vs Text-Embedding-V4
EmbeddingVoyage-3.5-lite vs voyage-3-lite
EmbeddingVoyage 3 vs Voyage-3.5
Embeddingvoyage-code-2 vs voyage-code-3
Embeddingvoyage-code-3 vs voyage-code-4
Embeddingvoyage-context-3 vs voyage-context-4
VideoWan2.2 I2V Flash vs Wan2.6 I2V Flash
VideoWan2.5 I2V Preview vs Wan2.6 I2V
ImageWan2.5 T2I Preview vs Wan2.6 T2I
VideoWan2.5 T2V Preview vs Wan2.6 T2V
ImageWan2.6 Image vs Wan2.7 Image
VideoWan2.6 R2V vs Wan2.7 R2V
LanguageHy4 preview vs LongCat-2.5
LanguageLongCat-2.5 vs MiMo-V2.6-Pro
LanguageLongCat-2.5 vs Step 5 Preview
LanguageGemini 3.8 Flash vs Muse Spark 1.2
LanguageGLM-4.5-Air vs Muse Spark 1.2
LanguageGPT-6.1 Terra vs Muse Spark 1.2
LanguageMistral Medium 3.5 vs Muse Spark 1.2
LanguageGPT-6.1 Terra vs Mistral Medium 3.5
LanguageGPT-6.1 Terra vs Muse Spark 1.3
LanguageGPT-5 nano vs Mercury 3
LanguageMercury 3 vs Step 3.7 Flash
LanguageClaude Haiku 5.5 vs Gemini 3.5 Flash-Lite
LanguageClaude Haiku 5.5 vs GPT-5.4 Mini
LanguageClaude Haiku 5.5 vs GPT-5 nano
LanguageClaude Haiku 5.5 vs Mercury 2.5
LanguageClaude Haiku 5.5 vs Mistral Small 4
LanguageClaude Haiku 5.5 vs Qwen3.8-Flash
LanguageClaude Sonnet 5.5 vs Gemini 3.8 Flash
LanguageClaude Sonnet 5.5 vs GLM-4.5-Air
LanguageClaude Sonnet 5.5 vs GPT-5.6 Terra
LanguageClaude Sonnet 5.5 vs Muse Spark 1.3
LanguageClaude Sonnet 5.5 vs Qwen3.7-Plus
LanguageGemini 3.5 Flash-Lite vs GLM-5.3-Flash
LanguageGemini 3.5 Flash-Lite vs GPT-5.4 Mini
LanguageGemini 3.5 Flash-Lite vs GPT-5 nano
LanguageGemini 3.5 Flash-Lite vs GPT-6 Luna
LanguageGemini 3.5 Flash-Lite vs Mistral Small 4
LanguageGemini 3.5 Flash-Lite vs Qwen3.8-Flash
LanguageGemini 3.8 Flash vs GLM-4.5-Air
LanguageGemini 3.8 Flash vs GPT-5.6 Terra
LanguageGemini 3.8 Flash vs GPT-6.1 Sol
LanguageGemini 3.8 Flash vs Mistral Medium 3.5
LanguageGemini 3.8 Flash vs Muse Spark 1.3
LanguageGemini 3.8 Flash vs Qwen3.7-Plus
LanguageGLM-4.5-Air vs GPT-5.6 Terra
LanguageGLM-4.5-Air vs GPT-6.1 Sol
LanguageGLM-4.5-Air vs Mistral Medium 3.5
LanguageGLM-4.5-Air vs Muse Spark 1.3
LanguageGLM-4.5-Air vs Qwen3.7-Plus
LanguageGLM-5.3-Flash vs GPT-5.4 Mini
LanguageGLM-5.3-Flash vs GPT-5 nano
LanguageGLM-5.3-Flash vs GPT-6 Luna
LanguageGLM-5.3-Flash vs Mistral Small 4
LanguageGLM-5.3-Flash vs Qwen3.8-Flash
LanguageGLM-5.3-Flash vs Seed 2.0 mini
LanguageGPT-5.4 Mini vs Mercury 2.5
LanguageGPT-5.4 Mini vs MiMo-V2.6-Flash
LanguageGPT-5.4 Mini vs Mistral Small 4
LanguageGPT-5.4 Mini vs Qwen3.8-Flash
LanguageGPT-5.6 Terra vs Mistral Medium 3.5
LanguageGPT-5.6 Terra vs Muse Spark 1.3
LanguageGPT-5.6 Terra vs Qwen3.7-Plus
LanguageGPT-5 nano vs Mercury 2.5
LanguageGPT-5 nano vs MiMo-V2.6-Flash
LanguageGPT-5 nano vs Qwen3.8-Flash
LanguageGPT-5 nano vs Step 3.7 Flash
LanguageGPT-6.1 Sol vs Mistral Medium 3.5
LanguageGPT-6.1 Sol vs Muse Spark 1.3
LanguageGPT-6.1 Sol vs Qwen3.7-Plus
LanguageGPT-6 Luna vs Mercury 2.5
LanguageGPT-6 Luna vs MiMo-V2.6-Flash
LanguageGPT-6 Luna vs Mistral Small 4
LanguageGPT-6 Luna vs Qwen3.8-Flash
LanguageHy4 preview vs LongCat-2.5-Preview
LanguageHy4 preview vs MiMo-V2.6-Pro
LanguageHy4 preview vs Seed 2.1 Pro
LanguageHy4 preview vs Step 5 Preview
LanguageLing-3.0-flash vs MiMo-V2.6-Flash
LanguageLing-3.0-flash vs Seed 2.0 mini
LanguageLing-3.0-flash vs Step 3.7 Flash
LanguageLongCat-2.5-Preview vs MiMo-V2.6-Pro
LanguageLongCat-2.5-Preview vs Mistral Large 4
LanguageLongCat-2.5-Preview vs Muse Wonder
LanguageLongCat-2.5-Preview vs Seed 2.1 Pro
LanguageLongCat-2.5-Preview vs Step 5 Preview
LanguageMercury 2.5 vs MiMo-V2.6-Flash
LanguageMercury 2.5 vs Mistral Small 4
LanguageMercury 2.5 vs Step 3.7 Flash
LanguageMiMo-V2.6-Flash vs Mistral Small 4
LanguageMiMo-V2.6-Flash vs Seed 2.0 mini
LanguageMiMo-V2.6-Flash vs Step 3.7 Flash
LanguageMiMo-V2.6-Pro vs Mistral Large 4
LanguageMiMo-V2.6-Pro vs Muse Wonder
LanguageMiMo-V2.6-Pro vs Seed 2.1 Pro
LanguageMiMo-V2.6-Pro vs Step 5 Preview
LanguageMistral Large 4 vs Step 5 Preview
LanguageMistral Medium 3.5 vs Muse Spark 1.3
LanguageMistral Small 4 vs Qwen3.8-Flash
LanguageMuse Spark 1.3 vs Qwen3.7-Plus
LanguageMuse Wonder vs Step 5 Preview
LanguageQwen3.7-Plus vs Seed 2.1 Lite
LanguageSeed 2.0 mini vs Step 3.7 Flash
LanguageSeed 2.1 Pro vs Step 5 Preview
ImageGemini 3.1 Flash Lite Image (Nano Banana 2 Lite) vs GPT-Image-2.6 Flare
VideoHappyHorse 1.0 vs Kling 4.0
ImageGen-4 Image Turbo vs Qwen-Image-2.1-Turbo
Realtime voiceGemini 2.5 Flash Native Audio vs GPT-Realtime-2.1 Mini
Realtime voiceGemini 3.8 Live Extended Thinking vs GPT-Realtime-2.1 Mini
Realtime voiceGemini 3.8 Live vs GPT-Realtime-2.1 Mini
Text to speechCosyVoice-v3.5-Plus vs speech-2.8-turbo
ImageFLUX 3 Image vs Kling Image 3.0 Omni
ImageImage-01 vs wanx2.0-t2i-turbo
VideoMiniMax H3 Max vs wan2.1-t2v-turbo
ImageGemini 3.1 Flash Lite Image (Nano Banana 2 Lite) vs Qwen-Image-3.0
ImageGen-4 Image Turbo vs Qwen-Image-2.1-Pro
ImageGLM-Image vs Wan2.7 Image
OCRGLM-OCR vs qwen-vl-ocr
ImageImage-01 vs wanx-sketch-to-image-lite
DecisionJev 1.14.0 vs pplx-decider-v1.2
Text to speechCosyVoice-V2 vs speech-2.8-hd
Text to speechCosyVoice-V2 vs speech-2.8-turbo
Text to speechCosyVoice-v3.5-Flash vs Step TTS Mini
Speech to textSeed Speech Streaming ASR 2.0 vs stepaudio-2.5-asr-stream
Embeddingembed-v5.0-fast vs text-embedding-ada-002
Embeddingembed-v5.0-fast vs Voyage 4
Embeddingembed-v5.0-pro vs text-embedding-3-large
Embeddingembed-v5.0-pro vs text-embedding-ada-002
Embeddingembed-v5.0-pro vs voyage-4-large
Embeddingembed-v5.0-pro vs voyage-code-4
Embeddingembed-v5.0-pro vs voyage-context-4
Embeddingembed-v5.0-pro vs voyage-multimodal-3.5
ImageFLUX.1 Fill [pro] vs Wan2.6 T2I
ImageFLUX.1 Kontext [pro] vs Wan2.6 T2I
ImageFLUX.1 Kontext [pro] vs Wan2.7 Image
ImageFLUX 3 Image vs Gemini 3.1 Flash Lite Image (Nano Banana 2 Lite)
ImageFLUX 3 Image vs Qwen-Image-3.0
ImageFLUX1.1 [pro] vs Wan2.6 T2I
ImageGemini 3.1 Flash Lite Image (Nano Banana 2 Lite) vs GPT Image 2.5 Flare
ImageGemini 3.1 Flash Lite Image (Nano Banana 2 Lite) vs Kling Image 3.0 Omni
ImageGemini 3.1 Flash Lite Image (Nano Banana 2 Lite) vs Qwen-Image-3.0-Pro
ImageGemini Nano Banana 2.1 vs GPT Image 2.5 Flare
ImageGemini Nano Banana 2.1 vs Kling Image 3.0 Omni
ImageGemini Nano Banana 2.1 vs Qwen-Image-3.0
ImageGen-4 Image Turbo vs Wan2.7 Image
VideoHappyHorse 1.0 vs Wan3.0 Video
VideoHappyHorse 1.0 vs Wan3.0-Video-Prime
VideoKling 3.0 Turbo vs Wan2.6 I2V Flash
VideoKling 3.0 Turbo vs Wan2.6 R2V Flash
VideoKling 3.0 Turbo vs Wan2.7 I2V
VideoKling 3.0 Turbo vs Wan2.7 R2V
VideoKling 3.0 vs Wan2.2 I2V Plus
ImageKling Image 3.0 Omni vs Qwen-Image-3.0
ImageKling Image 3.0 Omni vs Qwen-Image-3.0-Pro
ImageKling Image 3.0 vs Qwen-Image-3.0
VideoMiniMax H3 Max vs Wan2.2 T2V Plus
VideoMiniMax H3 Max vs Wan3.0 Video
VideoMiniMax H3 Max vs Wan3.0-Video-Prime
Text to speechQwen-Audio-3.0-TTS-Flash vs speech-2.8-turbo
Text to speechQwen-Audio-3.0-TTS-Flash vs Step TTS Mini
Text to speechQwen-Audio-3.0-TTS-Plus vs Step TTS Mini
Text to speechQwen3-TTS-Flash-Realtime vs Step TTS Mini
Text to speechQwen3-TTS-Flash vs speech-2.8-turbo
Text to speechQwen3-TTS-Flash vs Step TTS Mini
Speech to textScribe v2 vs stepaudio-2.5-asr-stream
ImageSeedream 4.0 vs Wan2.6 T2I
ImageSeedream 4.0 vs Wan2.7 Image
ImageSeedream 5.0 flash vs Wan2.2 T2I Flash
ImageSeedream 5.0 flash vs wanx-sketch-to-image-lite
ImageSeedream 5.0 flash vs wanx2.1-imageedit
Text to speechspeech-2.8-hd vs Step TTS 2
Text to speechspeech-2.8-turbo vs Step TTS 2
Text to speechspeech-2.8-turbo vs Step TTS Mini
Embeddingtext-embedding-3-large vs voyage-4-large
Embeddingtext-embedding-3-large vs voyage-code-4
Embeddingtext-embedding-3-large vs voyage-context-4
Embeddingtext-embedding-3-large vs voyage-multimodal-3.5
Embeddingtext-embedding-ada-002 vs voyage-code-4
LanguageClaude Opus 5.5 vs GPT-6 Astra
LanguageGemini 3.7 Flash vs Kimi K3
ImageGemini Nano Banana 2.1 vs GPT Image 2.5 Sunburst
VideoGemini Omni Flash vs Seedance 2.0

Language: quality vs price

Epoch Capabilities Index (cited) vs list price · selected models labeled