modelbenchmark.io

Inputs, outputs and features

AI model capabilities

What each model takes in, what it puts out, and what the sources say it can do. A blank cell means nothing was listed. It never means no. All models.

Columns

2,276 models

yes no, and a source says so nothing listed

ModelLabToolsReasoningStructuredOpen weightsImage in
Claude Haiku 4.5 ThinkingAnthropicyesyesyesnoyes
Claude Sonnet 4.5Anthropicyesyesyesnoyes
Gemini 2.5 FlashGoogleyesyesyesnoyes
Gemini 3.5 FlashGoogleyesyesyesnoyes
Gemini 2.5 ProGoogleyesyesyesnoyes
Gemini 3 Flash (Preview)Googleyesyesyesnoyes
Gemini 3.1 Flash LiteGoogleyesyesyesnoyes
Gemini 3.6 FlashGoogleyesyesyesnoyes
Gemini 3.7 FlashGoogleyesyesyesnoyes
Gemini 3.5 Flash LiteGoogleyesyesyesnoyes
Gemini 2.5 Flash LiteGoogleyesyesyesnoyes
Gemini 3.8 FlashGoogleyesyesyesnoyes
Claude 3.7 SonnetAnthropicyesyesyesnoyes
Claude Sonnet 4.6Anthropicyesyesyesnoyes
GPT-5.6 SolOpenAIyesyesyesnoyes
Claude 4.5 OpusAnthropicyesyesyesnoyes
Gemini 3.1 Pro (Preview)Googleyesyesyesnoyes
GPT-4o (2024-08-06)OpenAIyesnoyesnoyes
GPT 6 AstraOpenAIyesyesyesnoyes
Gemini-3-ProGoogleyesyesyesnoyes
DeepSeek V4 FlashDeepSeekyesyesyesyesyes
GLM-5.2Alibabayesyesyesyesyes
GPT 5.5OpenAIyesyesyesnoyes
GPT 5.4OpenAIyesyesyesnoyes
Claude 4.6 Opus ThinkingAnthropicyesyesyesnoyes
GPT-5.6 LunaOpenAIyesyesyesnoyes
GPT 5.6 TerraOpenAIyesyesyesnoyes
GPT 5.4 MiniOpenAIyesyesyesnoyes
GPT 5 MiniOpenAIyesyesyesnoyes
OpenAI/GPT-5OpenAIyesyesyesnoyes
GPT 5.4 NanoOpenAIyesyesyesnoyes
OpenAI/GPT-5.2OpenAIyesyesyesnoyes
GPT-5.1 (2025-11-13)OpenAIyesyesyesnoyes
GPT 5.3 CodexOpenAIyesyesyesnoyes
GPT 5 NanoOpenAIyesyesyesnoyes
GPT 5.2 CodexOpenAIyesyesyesnoyes
Claude 4 Sonnet ThinkingAnthropicyesyesyesnoyes
GPT-5.4 ProOpenAIyesyesyesnoyes
GPT-5.5 ProOpenAIyesyesyesnoyes
GPT 5 ProOpenAIyesyesyesnoyes
DeepSeek V4 ProDeepSeekyesyesyesyesno
GPT OSS 120BOpenAIyesyesyesyesyes
GLM-5.3-FlashZhipuyesyesyesyesyes
GLM-5.3Zhipuyesyesyesyesyes
Claude Opus 4.8Anthropicyesyesyesnoyes
Claude 4.7 OpusAnthropicyesyesyesnoyes
gpt-oss-20bOpenAIyesyesyesyesyes
DeepSeek-R1DeepSeekyesyesyesyesno
Claude Fable 5Anthropicyesyesyesnoyes
Claude Sonnet 5 ThinkingAnthropicyesyesyesnoyes
Claude Opus 5Anthropicyesyesyesnoyes
Z-Ai/GLM 4.7Zhipuyesyesyesyesyes
GPT 4.1OpenAIyesnoyesnoyes
Claude 4.1 OpusAnthropicyesyesyesnoyes
GPT 4.1 MiniOpenAIyesnoyesnoyes
Kimi K2 ThinkingKimiyesyesyesyesno
DeepSeek V3.2DeepSeekyesyesyesyesno
GPT-4o miniOpenAIyesnoyesnoyes
GLM 4.5 AirZhipuyesyesyesyesno
OpenAI o4-miniOpenAIyesyesyesnoyes
GPT 5.1 Codex MiniOpenAIyesyesyesnoyes
GPT 5.1 CodexOpenAIyesyesyesnoyes
DeepSeek V4 Flash Vision ExpDeepSeekyesyesyesyesyes
Claude 4 Opus ThinkingAnthropicyesyesyesnoyes
GPT 5.1 Codex MaxOpenAIyesyesyesnoyes
OpenAI o1OpenAIyesyesyesnoyes
Kimi K2.6Kimiyesyesyesyesyes
Kimi K3Alibabayesyesyesyesyes
Kimi K2.7 CodeKimiyesyesyesyesyes
GLM-5.1Zhipuyesyesyesyesno
MiniMax-M2.5MiniMaxyesyesyesyesyes
MiniMax M3 ThinkingMiniMaxyesyesyesyesyes
Gemma 4 31B IT (free)Googleyesyesyesyesyes
Grok 4.6xAIyesyesyesnoyes
Grok 4.3xAIyesyesyesnoyes
Z-AI/GLM 4.6Zhipuyesyesyesyesno
Grok 4.5xAIyesyesyesnoyes
Qwen3 Max PreviewAlibabayesyesyesnono
Qwen3 Next 80B A3B InstructAlibabayesnoyesyesyes
Claude Fable 5.1Anthropicyesyesyesnoyes
DeepSeek V3.2 ExpDeepSeekyesyesyesyesyes
Minimax/Minimax-M2.1MiniMaxyesyesyesyesno
Qwen3.6 35B-A3BAlibabayesyesyesyesyes
GLM 4.5Zhipuyesyesyesyesno
GPT 4.1 NanoOpenAIyesnoyesnoyes
Minimax/Minimax-M2MiniMaxyesyesyesyesno
Mistral Large 2411Mistralyesyesyesyesyes
OpenAI o3OpenAIyesyesyesnoyes
Mistral Small 3.2 (Mistral AI)Mistralyesyesyesyesyes
Gemini 3 Pro ImageGoogleyesyesyesnoyes
GLM 4.5V ThinkingZhipuyesyesyesyesyes
GPT-4 TurboOpenAIyesnoyesnoyes
MiniMax M2.7MiniMaxyesyesyesyesno
Qwen3.5 397B-A17BAlibabayesyesyesyesyes
Qwen3.6 27B ThinkingAlibabayesyesyesyesyes
Inkling ThinkingDatabricksyesyesyesyesyes
Qwen3 Next 80B A3B ThinkingAlibabayesyesyesyesno
Qwen3 235B A22B Thinking 2507Alibabayesyesyesyesyes
Qwen3 VL 235B A22B InstructAlibabayesnoyesyesyes
OpenAI o3-miniOpenAIyesyesyesnoyes
Grok Build 0.1xAIyesyesyesnoyes
Qwen3 Coder 480B A35B InstructAlibabayesnoyesyesno
Codestral 2508Mistralyesnoyesyesno
Kimi K2Kimiyesnoyesyesno
X-Ai/Grok 4.1 Fast Non ReasoningxAIyesnoyesnoyes
Qwen 3 235B A22BAlibabayesyesyesyesno
Moonshotai/Kimi-K2.5Alibabayesyesyesyesyes
GLM-5Alibabayesyesyesyesno
Qwen3.7 MaxAlibabayesyesyesnono
Qwen3.8 Max ThinkingAlibabayesyesyesnoyes
Qwen3.7 PlusAlibabayesyesyesnoyes
Llama-3.3-70B-InstructMetayesnoyesyesno
DeepSeek V4.1 FlashDeepSeekyesyesyesyesyes
Qwen3.8 27BAlibabayesyesyesyesyes
MiMo-V2.5-Proyesyesyesyesno
Qwen3 235B A22B Instruct 2507Alibabayesyesyesyesno
Gemma 4 26B A4BGoogleyesyesyesyesyes
Qwen3.5 9BAlibabayesyesyesyesyes
Qwen3.8 FlashAlibabayesyesyesnoyes
GLM 4.7 Flash ThinkingZhipuyesyesyesyesno
Qwen3-Coder 30B-A3B InstructAlibabayesnoyesyesno
DeepSeek-V3DeepSeekyesnoyesyesno
Tencent Hy3yesyesyesyesno
Qwen3 Coder NextAlibabayesyesyesyesno
Qwen3.5 122B A10B ThinkingAlibabayesyesyesyesyes
Qwen3.5 35B A3BAlibabayesyesyesyesyes
GLM 5 TurboZhipuyesyesyesnono
Step 3.7 Flashyesyesyesyesyes
Gemma 3 27BGoogleyesyesyesyesyes
GLM 5V Turbo ThinkingZhipuyesyesyesnoyes
MiniMax-M2.7-highspeedMiniMaxyesyesyesyesno
Qwen3 VL 235B A22B ThinkingAlibabayesyesyesyesyes
DeepSeek R1 Distill Llama 70BDeepSeekyesyesyesyesno
Llama 3.1 8b InstructMetayesyesyesyesno
Cerebras-Llama-4-Scout-17B-16E-InstructMetayesnoyesyesyes
GPT-3.5 TurboOpenAIyesnoyesnoyes
Llama 3.2 3b InstructMetayesyesyesyesno
Qwen3 30B A3BAlibabayesyesyesyesyes
Llama 4 Maverick 17B 128E Instruct FP8Metayesnoyesyesyes
Qwen3 Coder FlashAlibabayesnoyesyesno
Qwen3 32BAlibabayesyesyesyesno
Qwen3.6 FlashAlibabayesyesyesnoyes
Qwen3.5 Plus ThinkingAlibabayesyesyesnoyes
Qwen3.5 27BAlibabayesyesyesyesyes
DeepSeek-V3.1DeepSeekyesyesyesyesno
Qwen 3.6 PlusAlibabayesyesyesyesyes
Qwen3 Coder PlusAlibabayesnoyesyesno
MiMo-V2.5yesyesyesyesyes
Stepfun/Step-3.5 Flashyesyesyesyesyes
searchPerplexitynot listednot listednot listednot listednot listed

What each column can say

The left group has a source that publishes both yes and no, so each column reports three states. Counted over 2,276 models:

  • Tools149 yes, 0 no, 1 not listed
  • Reasoning129 yes, 20 no, 1 not listed
  • Structured149 yes, 0 no, 1 not listed
  • Open weights75 yes, 74 no, 1 not listed
  • Image in113 yes, 36 no, 1 not listed
  • Audio in28 yes, 121 no, 1 not listed
  • Video in44 yes, 105 no, 1 not listed
  • PDF in90 yes, 59 no, 1 not listed
  • Image out20 yes, 129 no, 1 not listed
  • Audio out2 yes, 147 no, 1 not listed

The right group has no such source. Every value it carries is a yes — there is not one no in the corpus — because the source lists the capabilities a model has and stays silent about the rest. So those columns can be filtered for is listed and never for lacks. 147 of 2,276 models carry at least one listed capability.

Common questions

What does a blank cell mean?
Nothing was listed. It does not mean no. The two are different answers and this table keeps them apart: a tick is a yes, a cross is a source that says no, and an empty cell is silence.
Why can I filter for models that lack tool calling, but not for models that lack web search?
Tool calling comes from a source that publishes both true and false, so a no is a measurement. The listed-capability columns come from a source that publishes only the capabilities a model has. It never writes a no, so this site cannot offer one.
Where do the modality columns come from?
From the input and output modality lists. A list that exists and omits image is a real no, because the source enumerated the modalities and image was not among them. A model with no list at all reads as not listed.
Is a capability the same as support at every host?
No. These are model-level facts as the sources describe them. A host can expose a subset. Open the model page to see the hosts.