Multimodal generalists
Multimodal generalists reason across text, images, audio, and video in a single prompt. Useful for universal assistants and content workflows.
50 models in this category. See also the “Best AI vision models” ranking with editorial picks and FAQ.
| Model | Provider | Context | Input price / 1M | Tier |
|---|---|---|---|---|
| Google: Gemini 3 Pro Preview google/gemini-3-pro-preview | 1.0M Ultra context (1M+) | $2.00 | Standard | |
| Qwen: Qwen3.5 Plus 2026-02-15 qwen/qwen3.5-plus-02-15 | Qwen | 1M Ultra context (1M+) | $0.26 | Budget |
| Qwen: Qwen3.5-Flash qwen/qwen3.5-flash-02-23 | Qwen | 1M Ultra context (1M+) | $0.07 | Budget |
| Qwen: Qwen3.7 Flash qwen/qwen3.7-flash | Qwen | 1M Ultra context (1M+) | $0.03 | Budget |
| Qwen: Qwen3.8 27B qwen/qwen3.8-27b | Qwen | 1M Ultra context (1M+) | $0.04 | Budget |
| Qwen: Qwen3.8 Flash qwen/qwen3.8-flash | Qwen | 1M Ultra context (1M+) | $0.15 | Budget |
| Qwen: Qwen3.8 Max qwen/qwen3.8-max | Qwen | 1M Ultra context (1M+) | $2.00 | Standard |
| ByteDance Seed: Seed 1.6 Flash bytedance-seed/seed-1.6-flash | Bytedance Seed | 262K Long context (128K+) | $0.07 | Budget |
| ByteDance Seed: Seed 2.1 Turbo bytedance-seed/seed-2.1-turbo | Bytedance Seed | 262K Long context (128K+) | $0.50 | Budget |
| inclusionAI: Ling 3.0 Flash VL inclusionai/ling-3.0-flash-vl | Inclusionai | 262K Long context (128K+) | $0.02 | Budget |
| inclusionAI: Ling 3.0 Flash VL (free) inclusionai/ling-3.0-flash-vl:free | Inclusionai | 262K Long context (128K+) | $0.00 | Budget |
| Qwen: Qwen3.5 397B A17B qwen/qwen3.5-397b-a17b | Qwen | 262K Long context (128K+) | $0.55 | Budget |
| Qwen: Qwen3.5-122B-A10B qwen/qwen3.5-122b-a10b | Qwen | 262K Long context (128K+) | $0.26 | Budget |
| Qwen: Qwen3.5-27B qwen/qwen3.5-27b | Qwen | 262K Long context (128K+) | $0.26 | Budget |
| Qwen: Qwen3.5-35B-A3B qwen/qwen3.5-35b-a3b | Qwen | 262K Long context (128K+) | $0.08 | Budget |
| Qwen: Qwen3.5-9B qwen/qwen3.5-9b | Qwen | 262K Long context (128K+) | $0.10 | Budget |
| Qwen: Qwen3.5-9B (batch) qwen/qwen3.5-9b:batch | Qwen | 262K Long context (128K+) | $0.17 | Budget |
| Qwen: Qwen3.8 27B (free) qwen/qwen3.8-27b:free | Qwen | 262K Long context (128K+) | $0.00 | Budget |
| StepFun: Step 3.7 Flash stepfun/step-3.7-flash | Stepfun | 262K Long context (128K+) | $0.20 | Budget |
| Xiaomi: MiMo-V2-Omni xiaomi/mimo-v2-omni | Xiaomi | 262K Long context (128K+) | $0.40 | Budget |
| Z.ai: GLM 5V Turbo z-ai/glm-5v-turbo | Z Ai | 203K Long context (128K+) | $1.20 | Standard |
| NVIDIA: Nemotron Nano 12B 2 VL nvidia/nemotron-nano-12b-v2-vl | Nvidia | 131K Long context (128K+) | $0.20 | Budget |
| NVIDIA: Nemotron Nano 12B 2 VL (free) nvidia/nemotron-nano-12b-v2-vl:free | Nvidia | 128K Long context (128K+) | $0.00 | Budget |
| Z.ai: GLM 4.6V z-ai/glm-4.6v | Z Ai | 131K Long context (128K+) | $0.30 | Budget |
| AllenAI: Molmo2 8B allenai/molmo-2-8b | Allenai | 37K Short/standard context | $0.20 | Budget |
| Perceptron: Perceptron Mk1 perceptron/perceptron-mk1 | Perceptron | 33K Short/standard context | $0.15 | Budget |
| Reka Edge reka/reka-edge | Reka | 16K Short/standard context | $0.10 | Budget |
| Reka Edge rekaai/reka-edge | Rekaai | 16K Short/standard context | $0.10 | Budget |
| Amazon: Nova 2 Lite amazon/nova-2-lite-v1 | Amazon | 1M Ultra context (1M+) | $0.30 | Budget |
| Anthropic: Claude Fable 5.1 anthropic/claude-fable-5.1 | Anthropic | 1M Ultra context (1M+) | $10.00 | Premium |
| Anthropic: Claude Fable 5.1 (batch) anthropic/claude-fable-5.1:batch | Anthropic | 1M Ultra context (1M+) | $5.00 | Standard |
| Anthropic: Claude Opus 5 anthropic/claude-opus-5 | Anthropic | 1M Ultra context (1M+) | $5.00 | Standard |
| Anthropic: Claude Opus 5 (batch) anthropic/claude-opus-5:batch | Anthropic | 1M Ultra context (1M+) | $2.50 | Standard |
| DeepSeek: DeepSeek V4 Flash Vision Exp deepseek/deepseek-v4-flash-vision-exp | DeepSeek | 1.0M Ultra context (1M+) | $0.22 | Budget |
| DeepSeek: DeepSeek V4 Flash Vision Exp (batch) deepseek/deepseek-v4-flash-vision-exp:batch | DeepSeek | 1.0M Ultra context (1M+) | $0.11 | Budget |
| Google: Gemini 2.0 Flash google/gemini-2.0-flash-001 | 1.0M Ultra context (1M+) | $0.10 | Budget | |
| Google: Gemini 2.0 Flash Lite google/gemini-2.0-flash-lite-001 | 1.0M Ultra context (1M+) | $0.07 | Budget | |
| Google: Gemini 2.5 Flash google/gemini-2.5-flash | 1.0M Ultra context (1M+) | $0.30 | Budget | |
| Google: Gemini 2.5 Flash (batch) google/gemini-2.5-flash:batch | 1.0M Ultra context (1M+) | $0.15 | Budget | |
| Google: Gemini 2.5 Flash Lite google/gemini-2.5-flash-lite | 1.0M Ultra context (1M+) | $0.10 | Budget | |
| Google: Gemini 2.5 Flash Lite (batch) google/gemini-2.5-flash-lite:batch | 1.0M Ultra context (1M+) | $0.05 | Budget | |
| Google: Gemini 2.5 Flash Lite Preview 09-2025 google/gemini-2.5-flash-lite-preview-09-2025 | 1.0M Ultra context (1M+) | $0.10 | Budget | |
| Google: Gemini 2.5 Pro google/gemini-2.5-pro | 1.0M Ultra context (1M+) | $1.25 | Standard | |
| Google: Gemini 2.5 Pro (batch) google/gemini-2.5-pro:batch | 1.0M Ultra context (1M+) | $0.63 | Budget | |
| Google: Gemini 2.5 Pro Preview 05-06 google/gemini-2.5-pro-preview-05-06 | 1.0M Ultra context (1M+) | $1.25 | Standard | |
| Google: Gemini 3 Flash Preview google/gemini-3-flash-preview | 1.0M Ultra context (1M+) | $0.50 | Budget | |
| Google: Gemini 3 Flash Preview (batch) google/gemini-3-flash-preview:batch | 1.0M Ultra context (1M+) | $0.25 | Budget | |
| Google: Gemini 3.1 Flash Lite google/gemini-3.1-flash-lite | 1.0M Ultra context (1M+) | $0.25 | Budget | |
| Google: Gemini 3.1 Flash Lite (batch) google/gemini-3.1-flash-lite:batch | 1.0M Ultra context (1M+) | $0.13 | Budget | |
| Google: Gemini 3.1 Flash Lite Preview google/gemini-3.1-flash-lite-preview | 1.0M Ultra context (1M+) | $0.25 | Budget |