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
9 providers
Reasoning Tools JSON

Qwen vision-language model for visual reasoning, documents, and agent tasks

alibaba/qwen3.8-flash 2026-08-26 1M context $0.15/M input $0.47/M output
21 providers
Reasoning Tools JSON Open weights

Native multimodal GLM model for efficient coding and long-horizon agent tasks

zhipuai/glm-5.3-flash 2026-08-26 1M context $0.075/M input $0.25/M output
36 providers
Reasoning Tools JSON Open weights

Dense 27B vision-language model for coding, agent tasks, and image and video understanding

alibaba/qwen3.8-27b 2026-08-14 262.144K context $0.1/M input $0.4/M output
27 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
23 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
14 providers
Tools JSON

2.4-trillion-parameter MoE flagship for coding, professional work, multimodal understanding, and long-horizon agentic workflows

alibaba/qwen3.8-max 2026-08-03 1M context $2/M input $6/M output
28 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
24 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
23 providers
Reasoning Tools

Preview Qwen flagship for million-token multimodal reasoning and long-horizon agentic workflows

alibaba/qwen3.8-max-preview 2026-07-19 1M context $2/M input $6/M output
6 providers
Reasoning Tools JSON Open weights

Multimodal Kimi model with 1M context and toggleable max-effort thinking for long-horizon agent work

moonshotai/kimi-k3 2026-07-16 1.04858M context $3/M input $15/M output
63 providers
Reasoning Tools JSON

Faster ByteDance Seed 2.1 model for multimodal reasoning and latency-sensitive agent workflows

bytedance-seed/seed-2.1-turbo 2026-06-23 256K context $0.354/M input $1.77/M output
7 providers
Reasoning Tools Open weights

Lower-latency Kimi Code variant for interactive edits and coding-agent loops

moonshotai/kimi-k2.7-code-highspeed 2026-06-12 262.144K context $1.9/M input $8/M output
9 providers
Reasoning Tools JSON Open weights

Coding-focused Kimi model, stronger on long-horizon repo work with less overthinking

moonshotai/kimi-k2.7-code 2026-06-12 262.144K context $0.95/M input $4/M output
61 providers
Reasoning Tools

Multimodal Qwen workhorse for long-context agents, visual inputs, and coding

alibaba/qwen3.7-plus 2026-06-02 1M context $0.5/M input $3/M output
29 providers
Reasoning Tools Open weights

MiniMax multimodal model for long-context coding, perception, and agent planning

minimax/MiniMax-M3 2026-06-01 1.04858M context $0.3/M input $1.2/M output
37 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
31 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
23 providers

Qwen vision-language model for visual reasoning, documents, and agent tasks

alibaba/qwen3.6-flash 2026-04-27 1M context $0.188/M input $1.125/M output
22 providers
Reasoning Tools JSON 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
23 providers
Reasoning Tools JSON Open weights

Multimodal Kimi workhorse for agent loops, coding tasks, and visual context

moonshotai/kimi-k2.6 2026-04-21 262.144K context $0.95/M input $4/M output
64 providers
Reasoning Tools JSON Open weights

Open multimodal Qwen MoE for local agents that need vision, audio, and code

alibaba/qwen3.6-35b-a3b 2026-04-17 262.144K context $0.248/M input $1.485/M output
19 providers
Reasoning

Muse Spark is a natively multimodal reasoning model with support for tool-use, visual chain of thought, and multi-agent orchestration.

meta/muse-spark-1.1 2026-04-08 1.04858M context $1.25/M input $4.25/M output
12 providers
Reasoning Tools

Earlier Qwen multimodal workhorse for million-token agent and document tasks

alibaba/qwen3.6-plus 2026-04-02 1M context $0.5/M input $3/M output
23 providers
Reasoning Tools Open weights

Qwen instruction model for multilingual chat, reasoning, and tool use

alibaba/qwen3.5-9b 2026-02-23 262.144K context $0.04/M input $0.15/M output
16 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
31 providers
Reasoning Tools JSON Open weights

Large open Qwen multimodal MoE for visual agents and long technical tasks

alibaba/qwen3.5-397b-a17b 2026-02-15 262.144K context $0.6/M input $3.6/M output
18 providers
Tools Open weights

Earlier Kimi frontier model for long-context agents, coding, and multimodal work

moonshotai/kimi-k2.5 2026-01 262.144K context $0.3/M input $1.9/M output
46 providers
Reasoning Tools JSON

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
25 providers
Reasoning Tools Open weights

GLM vision model for visual reasoning, documents, and multimodal agents

zhipuai/glm-4.6v 2025-12-08 128K context $0.3/M input $0.9/M output
9 providers
Reasoning Tools Open weights

GLM vision model for visual reasoning, documents, and multimodal agents

zhipuai/glm-4.5v 2025-08-11 64K context $0.6/M input $1.8/M output
7 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
29 providers
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
18 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
30 providers