Reasoning Tools Open weights

Muse Spark Open is an 816B total / 42B active open-weight multimodal reasoning model from Meta for coding and long-horizon agentic work, with 1M-token context.

meta/muse-spark-open 2026-10-15 1.04858M context $1.25/M input $4.25/M output
14 providers
Reasoning Tools JSON

Google's flagship reasoning model for complex software engineering, deep math and science, and long-horizon autonomous agents

google/gemini-4-argon 2026-10-13 1.04858M context $2/M input $10/M output
24 providers
Reasoning Tools JSON

Muse Wonder is a frontier multimodal reasoning model from Meta for personal and professional agents, long-horizon coding, and computer use. It combines Active Memory, which carries relevant context across conversations, with Active Focus, which keeps it working through blockers toward a goal.

meta/muse-wonder-1.0 2026-10-12 1.04858M context $4/M input $20/M output
11 providers
Reasoning Tools Open weights

MiMo Flash model for multimodal coding agents and long-context automation

xiaomi/mimo-v2.6-flash 2026-09-22 1.04858M context $0.14/M input $0.28/M output
24 providers
Reasoning Tools Open weights

Stronger MiMo Pro tier for multimodal reasoning and coding-agent execution

xiaomi/mimo-v2.6-pro 2026-09-22 1.04858M context $0.435/M input $0.87/M output
23 providers
Reasoning Tools Open weights

MiMo pro model for strong multimodal reasoning and agent execution

xiaomi/mimo-v2.6-pro-ultraspeed 2026-09-21 1.04858M context $4.35/M input $8.7/M output
7 providers
Reasoning Tools JSON

Qwen omni model for text, vision, audio, and multimodal agent tasks

alibaba/qwen3.8-omni-flash 2026-09-17 1M context $0.15/M input $0.47/M output
11 providers
Reasoning Tools JSON

Google's most intelligent Flash model, engineered for long-horizon software engineering, autonomous agents, and complex enterprise workflows

google/gemini-3.8-flash 2026-09-02 1.04858M context $0.75/M input $3.75/M output
32 providers
Reasoning Tools JSON

Muse Spark 1.3 is a multimodal reasoning model from Meta for long-running agentic, multi-agent, and coding workflows. It improves long-horizon agent collaboration, instruction following, and coding efficiency relative to Muse Spark 1.2.

meta/muse-spark-1.3 2026-09-02 1.04858M context $1.25/M input $4.25/M output
16 providers
Reasoning Tools JSON

High-efficiency Gemini model for agentic workflows, coding, and multimodal reasoning

google/gemini-flash-latest 2026-08-13 1.04858M context $0.75/M input $3.75/M output
9 providers
Reasoning Tools JSON

High-efficiency Gemini model for agentic workflows, coding, and multimodal reasoning

google/gemini-3.7-flash 2026-08-13 1.04858M context $0.75/M input $3.75/M output
30 providers
Reasoning Tools JSON

Muse Spark 1.2 is a coding-focused update to Muse Spark 1.1 with improvements in code generation, complex debugging, codebase understanding, and end-to-end developer workflows.

meta/muse-spark-1.2 2026-08-05 1.04858M context $1.25/M input $4.25/M output
18 providers
Reasoning Tools Open weights

Multimodal MoE reasoning model (276B total, 12B active) for text, image, and audio

thinkingmachines/inkling-small 2026-07-30 1.04858M context $0.58/M input $1.44/M output
15 providers
Reasoning Tools JSON

Fast Gemini model balancing multimodal reasoning, tool use, and cost

google/gemini-flash-lite-latest 2026-07-21 1.04858M context $0.3/M input $2.5/M output
6 providers
Reasoning Tools JSON

Fast Gemini model balancing multimodal reasoning, tool use, and cost

google/gemini-3.6-flash 2026-07-21 1.04858M context $0.75/M input $3.75/M output
32 providers
Reasoning Tools JSON

Fast Gemini model balancing multimodal reasoning, tool use, and cost

google/gemini-3.5-flash-lite 2026-07-21 1.04858M context $0.3/M input $2.5/M output
28 providers
Reasoning Tools Open weights

Multimodal MoE reasoning model (975B total, 41B active) for text, image, and audio

thinkingmachines/inkling 2026-07-15 1.04858M context $1.87/M input $4.68/M output
24 providers
Reasoning Tools JSON

Fast Gemini model balancing multimodal reasoning, tool use, and cost

google/gemini-3.5-flash 2026-05-19 1.04858M context $1.5/M input $9/M output
36 providers
Reasoning Tools JSON

Low-latency Gemini model for high-volume multimodal and agent workloads

google/gemini-3.1-flash-lite 2026-05-07 1.04858M context $0.25/M input $1.5/M output
25 providers
Reasoning Tools Open weights

Open Nemotron omni model combining reasoning with text, vision, and audio

nvidia/nemotron-3-nano-omni-30b-a3b-reasoning 2026-04-28 256K context $0.1/M input $0.25/M output
6 providers
Reasoning Tools Open weights

Open MiMo model for multimodal coding agents and long-context automation

xiaomi/mimo-v2.5 2026-04-22 1.04858M context $0.14/M input $0.28/M output
27 providers
Reasoning Tools JSON

Vision-language model for embodied reasoning: spatial understanding, task planning, and physical-world agentic robotics

google/gemini-robotics-er-1.6-preview 2026-04-14 131.072K context $1/M input $5/M output
2 providers
Reasoning Tools JSON Open weights

Open Gemma instruction model for efficient chat and self-hosted deployments

google/gemma-4-E4B-it 2026-04-02 131.072K context $0.02/M input $0.1/M output
2 providers
Reasoning Tools JSON Open weights

Open Gemma instruction model for efficient chat and self-hosted deployments

google/gemma-4-E2B-it 2026-04-02 131.072K context $0.04/M input $0.08/M output
2 providers

Music generation model for short 30-second clips, loops, and previews from text or image prompts

google/lyria-3-clip-preview 2026-03-25 131.072K context Input not listed Output not listed
4 providers
Reasoning Tools JSON

Low-latency Gemini model for high-volume multimodal and agent workloads

google/gemini-3.1-flash-lite-preview 2026-03-03 1.04858M context $0.25/M input $1.5/M output
15 providers
Reasoning Tools JSON

Advanced Gemini model for complex reasoning, coding, and multimodal analysis

google/gemini-3.1-pro-preview-customtools 2026-02-19 1.04858M context $2/M input $12/M output
13 providers
Reasoning Tools JSON

Reasoning-first Gemini preview for agentic coding and complex problem solving

google/gemini-3.1-pro-preview 2026-02-19 1.04858M context $2/M input $12/M output
37 providers
Reasoning Tools

New Gemini flash lane bringing frontier-style multimodal reasoning to cheaper runs

google/gemini-3-flash-preview 2025-12-17 1.04858M context $0.5/M input $3/M output
28 providers
Reasoning Tools JSON

Preview Gemini flagship for complex reasoning, coding, and rich multimodal prompts

google/gemini-3-pro-preview 2025-11-18 1.04858M context $0.57/M input $3.43/M output
10 providers
Reasoning Tools JSON Open weights

Multimodal reasoning model accepting text, images, video, and audio with text output

alibaba/qwen3-omni-30b-a3b-thinking 2025-09-22 65.536K context $0.25/M input $0.97/M output
1 provider
Tools Open weights

Instruct model with native audio input for speech understanding and tool use

mistral/voxtral-small-latest 2025-07-15 32K context $0.1/M input $0.4/M output
4 providers
Tools JSON Open weights

Open audio-language model for speech transcription, audio understanding, and voice-driven tool use

mistral/voxtral-mini-3b-2507 2025-07-15 32.768K context $0.04/M input $0.04/M output
1 provider
Tools JSON Open weights

Open audio-language model for speech transcription, audio understanding, and voice-driven tool use

mistral/voxtral-small-24b-2507 2025-07-15 32.768K context $0.1/M input $0.3/M output
4 providers
Open weights

Efficient on-device Gemma 3n model for text, image, and audio understanding

google/gemma-3n-e4b-it 2025-06-26 32.768K context Input not listed Output not listed
1 provider
Open weights

Efficient on-device Gemma 3n model for text, image, and audio understanding

google/gemma-3n-e2b-it 2025-06-26 32.768K context Input not listed Output not listed
1 provider
Reasoning Tools JSON

Lean Gemini 2.5 lane for cheap multimodal traffic and quick agents

google/gemini-2.5-flash-lite 2025-06-17 1.04858M context $0.1/M input $0.4/M output
19 providers
Reasoning Tools JSON

Fast Gemini workhorse for multimodal apps where latency and price matter

google/gemini-2.5-flash 2025-06-17 1.04858M context $0.3/M input $2.5/M output
32 providers
Reasoning Tools JSON

Google's proven reasoning model for coding, math, and multimodal analysis

google/gemini-2.5-pro 2025-06-17 1.04858M context $1.25/M input $10/M output
31 providers
Reasoning Tools JSON

Advanced Gemini model for complex reasoning, coding, and multimodal analysis

google/gemini-2.5-pro-preview 2025-06-05 1.04858M context $0.625/M input $5/M output
2 providers
Tools

Earlier Gemini Flash workhorse for responsive multimodal apps and tool use

google/gemini-2.0-flash 2024-12-11 1.04858M context $0.1/M input $0.42/M output
3 providers
Tools

Low-latency Gemini model for high-volume multimodal and agent workloads

google/gemini-2.0-flash-lite 2024-12-11 1.04858M context $0.052/M input $0.21/M output
2 providers
Reasoning Tools JSON

Most capable Vision model for complex reasoning, detailed media analysis, and structured output over a 1M-token context window.

vispark/vision-large 2024-05-15 1M context $7.37/M input $22.11/M output
1 provider
Reasoning Tools JSON

Balanced multimodal model pairing a 1M-token context window with deeper reasoning for analysis, content creation, and tool use across text, image, audio, video, and PDF inputs.

vispark/vision-medium 2024-05-15 1M context $4.21/M input $12.63/M output
1 provider
Reasoning Tools JSON

Fast, low-cost multimodal model for understanding text, images, audio, video, and PDFs, with tool calling and a 1M-token context window.

vispark/vision-small 2024-05-15 1M context $1.05/M input $3.16/M output
1 provider