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.
Models
Every model in the catalog with source-linked pricing, context limits, provider availability, and published benchmark results.
Kimi K3 is a 2.8T parameter open-weight multimodal reasoning model from Moonshot AI. It is suited for complex coding, knowledge work, and long-horizon agentic workflows, and is particularly strong at...
Multimodal Kimi model with 1M context and toggleable max-effort thinking for long-horizon agent work
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.
Gemini 3.7 Flash is a multimodal model from Google for fast agentic workflows, coding, and complex multi-step reasoning. It is designed for tasks that require responsive performance and reliable multi-step...
Gemini 3.8 Flash is Google's most intelligent Flash model with significant gains from 3.7 Flash across software engineering, agentic tasks, and multi-step reasoning.
Google's most intelligent Flash model, engineered for long-horizon software engineering, autonomous agents, and complex enterprise workflows
High-efficiency Gemini model for agentic workflows, coding, and multimodal reasoning
Fast Gemini model balancing multimodal reasoning, tool use, and cost
Gemini 3.6 Flash is a high-efficiency model from Google for coding, agentic workflows, and web and app development. It is designed to produce polished outputs with fewer unnecessary edits and...
Qwen3.8 Max (0803) is the August 3, 2026 checkpoint of Qwen3.8 Max, the flagship model in Alibaba's Qwen3.8 series and the general-availability successor to the Qwen3.8 Max Preview. It is...
GLM-5.3-Flash is a native multimodal model from Z.ai. It is suited for efficient coding and long-horizon agent tasks. Its hybrid sparse and linear attention architecture maintains accurate long-context behavior while...
GLM-5.3-Flash is a native multimodal model from Z.ai. It is suited for efficient coding and long-horizon agent tasks. Its hybrid sparse and linear attention architecture maintains accurate long-context behavior while...
Multimodal Kimi workhorse for agent loops, coding tasks, and visual context
Muse Spark is a natively multimodal reasoning model with support for tool-use, visual chain of thought, and multi-agent orchestration.
Coding-focused Kimi model, stronger on long-horizon repo work with less overthinking
Open MiMo model for multimodal coding agents and long-context automation
Fast Gemini model balancing multimodal reasoning, tool use, and cost
Gemini 3.5 Flash is Google's high-efficiency multimodal model, bringing near-Pro level coding and reasoning at Flash-tier cost and speed. It is highly optimized for coding proficiency and parallel agentic execution...
MiniMax-M3 is a multimodal foundation model from MiniMax. It supports text, image, and video inputs with text output, a 1M-token context window, and is suited for long-horizon agentic work, coding,...
MiniMax-M3 is a multimodal foundation model from MiniMax. It supports text, image, and video inputs with text output, a 1M-token context window, and is suited for long-horizon agentic work, coding,...
MiniMax-M3 is a multimodal foundation model from MiniMax. It supports text, image, and video inputs with text output, a 1M-token context window, and is suited for long-horizon agentic work, coding,...
Reasoning-first Gemini preview for agentic coding and complex problem solving
Gemini 3.1 Pro Preview is Google’s frontier reasoning model, delivering enhanced software engineering performance, improved agentic reliability, and more efficient token usage across complex workflows. Building on the multimodal foundation...
Earlier Kimi frontier model for long-context agents, coding, and multimodal work
Qwen 3.6 Plus builds on a hybrid architecture that combines efficient linear attention with sparse mixture-of-experts routing, enabling strong scalability and high-performance inference. Compared to the 3.5 series, it delivers...
GLM-5V-Turbo is Z.ai’s first native multimodal agent foundation model, built for vision-based coding and agent-driven tasks. It natively handles image, video, and text inputs, excels at long-horizon planning, complex coding,...
New Gemini flash lane bringing frontier-style multimodal reasoning to cheaper runs
Gemini 3 Flash Preview is a high speed, high value thinking model designed for agentic workflows, multi turn chat, and coding assistance. It delivers near Pro level reasoning and tool...
Newer StepFun flash model for faster agents, coding, and multimodal prompts
The Qwen3.5 series 397B-A17B native vision-language model is built on a hybrid architecture that integrates a linear attention mechanism with a sparse mixture-of-experts model, achieving higher inference efficiency. It delivers...
The Qwen3.5 native vision-language series Plus models are built on a hybrid architecture that integrates linear attention mechanisms with sparse mixture-of-experts models, achieving higher inference efficiency. In a variety of...
Gemini 2.5 Pro is Google’s state-of-the-art AI model designed for advanced reasoning, coding, mathematics, and scientific tasks. It employs “thinking” capabilities, enabling it to reason through responses with enhanced accuracy...
Google's proven reasoning model for coding, math, and multimodal analysis
Fast Gemini workhorse for multimodal apps where latency and price matter
Gemini 2.5 Flash is Google's state-of-the-art workhorse model, specifically designed for advanced reasoning, coding, mathematics, and scientific tasks. It includes built-in "thinking" capabilities, enabling it to provide responses with greater...
Low-latency Gemini model for high-volume multimodal and agent workloads
| Model | Creator | Score | Inputs | Context | Input | Output | Released | Compare |
|---|---|---|---|---|---|---|---|---|
| Muse Spark 1.3meta/muse-spark-1.3 | 1359.0 | 1.04858M | $1.25 | $4.25 | 2026-09-02 | |||
| MoonshotAI: Kimi K3 (batch)moonshotai/kimi-k3:batch | 1354.0 | 1.04858M | $3 | $15 | — | |||
| Kimi K3moonshotai/kimi-k3 | 1354.0 | 1.04858M | $3 | $15 | 2026-07-16 | |||
| Muse Spark 1.2meta/muse-spark-1.2 | 1322.0 | 1.04858M | $1.25 | $4.25 | 2026-08-05 | |||
| Google: Gemini 3.7 Flash (batch)google/gemini-3.7-flash:batch | 1315.0 | 1.04858M | $0.375 | $1.875 | — | |||
| Google: Gemini 3.8 Flash (batch)google/gemini-3.8-flash:batch | 1315.0 | 1.04858M | $0.375 | $1.875 | — | |||
| Gemini 3.8 Flashgoogle/gemini-3.8-flash | 1315.0 | 1.04858M | $0.75 | $3.75 | 2026-09-02 | |||
| Gemini 3.7 Flashgoogle/gemini-3.7-flash | 1315.0 | 1.04858M | $0.75 | $3.75 | 2026-08-13 | |||
| Gemini 3.6 Flashgoogle/gemini-3.6-flash | 1312.0 | 1.04858M | $0.75 | $3.75 | 2026-07-21 | |||
| Google: Gemini 3.6 Flash (batch)google/gemini-3.6-flash:batch | 1312.0 | 1.04858M | $0.375 | $1.875 | — | |||
| Qwen: Qwen3.8 Max (0803)qwen/qwen3.8-max | 1295.0 | 1M | $2 | $6 | — | |||
| Z.ai: GLM 5.3 Flashz-ai/glm-5.3-flash | 1291.0 | 1.04858M | $0.15 | $0.5 | — | |||
| Z.ai: GLM 5.3 Flash (batch)z-ai/glm-5.3-flash:batch | 1291.0 | 1.04858M | $0.075 | $0.25 | — | |||
| Kimi K2.6moonshotai/kimi-k2.6 | 1282.0 | 262.144K | $0.95 | $4 | 2026-04-21 | |||
| Muse Spark 1.1meta/muse-spark-1.1 | 1282.0 | 1.04858M | $1.25 | $4.25 | 2026-04-08 | |||
| Kimi K2.7 Codemoonshotai/kimi-k2.7-code | 1279.0 | 262.144K | $0.95 | $4 | 2026-06-12 | |||
| MiMo-V2.5xiaomi/mimo-v2.5 | 1279.0 | 1.04858M | $0.14 | $0.28 | 2026-04-22 | |||
| Gemini 3.5 Flashgoogle/gemini-3.5-flash | 1275.0 | 1.04858M | $1.5 | $9 | 2026-05-19 | |||
| Google: Gemini 3.5 Flash (batch)google/gemini-3.5-flash:batch | 1275.0 | 1.04858M | $0.75 | $4.5 | — | |||
| MiniMax: MiniMax M3 (free)minimax/minimax-m3:free | 1274.0 | 1.04858M | Free | Free | — | |||
| MiniMax: MiniMax M3minimax/minimax-m3 | 1271.0 | 524.288K | $0.3 | $1.2 | — | |||
| MiniMax: MiniMax M3 (batch)minimax/minimax-m3:batch | 1271.0 | 524.288K | $0.3 | $1.2 | — | |||
| Gemini 3.1 Pro Previewgoogle/gemini-3.1-pro-preview | 1265.0 | 1.04858M | $2 | $12 | 2026-02-19 | |||
| Google: Gemini 3.1 Pro Preview (batch)google/gemini-3.1-pro-preview:batch | 1265.0 | 1.04858M | $1 | $6 | — | |||
| Kimi K2.5moonshotai/kimi-k2.5 | 1261.0 | 262.144K | $0.3 | $1.9 | 2026-01 | |||
| Qwen: Qwen3.6 Plusqwen/qwen3.6-plus | 1253.0 | 1M | $0.325 | $1.95 | — | |||
| Z.ai: GLM 5V Turboz-ai/glm-5v-turbo | 1243.0 | 202.752K | $1.2 | $4 | — | |||
| Gemini 3 Flash Previewgoogle/gemini-3-flash-preview | 1208.0 | 1.04858M | $0.5 | $3 | 2025-12-17 | |||
| Google: Gemini 3 Flash Preview (batch)google/gemini-3-flash-preview:batch | 1208.0 | 1.04858M | $0.25 | $1.5 | — | |||
| Step 3.7 Flashstepfun/step-3.7-flash | 1206.0 | 256K | $0.185 | $1.11 | 2026-05-29 | |||
| Qwen: Qwen3.5 397B A17Bqwen/qwen3.5-397b-a17b | 1203.0 | 262.144K | $0.55 | $3.5 | — | |||
| Qwen: Qwen3.5 Plus 2026-02-15qwen/qwen3.5-plus-02-15 | 1200.0 | 1M | $0.26 | $1.56 | — | |||
| Google: Gemini 2.5 Pro (batch)google/gemini-2.5-pro:batch | 1179.0 | 1.04858M | $0.625 | $5 | — | |||
| Gemini 2.5 Progoogle/gemini-2.5-pro | 1179.0 | 1.04858M | $1.25 | $10 | 2025-06-17 | |||
| Gemini 2.5 Flashgoogle/gemini-2.5-flash | 1127.0 | 1.04858M | $0.3 | $2.5 | 2025-06-17 | |||
| Google: Gemini 2.5 Flash (batch)google/gemini-2.5-flash:batch | 1127.0 | 1.04858M | $0.15 | $1.25 | — | |||
| Gemini 3.1 Flash Lite Previewgoogle/gemini-3.1-flash-lite-preview | 1095.0 | 1.04858M | $0.25 | $1.5 | 2026-03-03 |