Reasoning-first Gemini preview for agentic coding and complex problem solving
Models
Every model in the catalog with source-linked pricing, context limits, provider availability, and published benchmark results.
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...
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...
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...
Muse Spark is a natively multimodal reasoning model with support for tool-use, visual chain of thought, and multi-agent orchestration.
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...
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,...
| Model | Creator | Score | Inputs | Context | Input | Output | Released | Compare |
|---|---|---|---|---|---|---|---|---|
| Gemini 3.1 Pro Previewgoogle/gemini-3.1-pro-preview | 1236.0 | 1.04858M | $2 | $12 | 2026-02-19 | |||
| Google: Gemini 3.1 Pro Preview (batch)google/gemini-3.1-pro-preview:batch | 1236.0 | 1.04858M | $1 | $6 | — | |||
| MoonshotAI: Kimi K3 (batch)moonshotai/kimi-k3:batch | 1199.0 | 1.04858M | $3 | $15 | — | |||
| Gemini 3 Flash Previewgoogle/gemini-3-flash-preview | 1161.0 | 1.04858M | $0.5 | $3 | 2025-12-17 | |||
| Google: Gemini 3 Flash Preview (batch)google/gemini-3-flash-preview:batch | 1161.0 | 1.04858M | $0.25 | $1.5 | — | |||
| Muse Spark 1.1meta/muse-spark-1.1 | 1141.0 | 1.04858M | $1.25 | $4.25 | 2026-04-08 | |||
| Gemini 3.5 Flashgoogle/gemini-3.5-flash | 1135.0 | 1.04858M | $1.5 | $9 | 2026-05-19 | |||
| Google: Gemini 3.5 Flash (batch)google/gemini-3.5-flash:batch | 1135.0 | 1.04858M | $0.75 | $4.5 | — | |||
| Z.ai: GLM 5V Turboz-ai/glm-5v-turbo | 996.0 | 202.752K | $1.2 | $4 | — |