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Gemini 3.6 Flash vs Inkling vs Gemini 3.5 Flash-Lite +1

At a glance

Google's high-efficiency model for coding, agentic workflows, and web and app development.

1.0M ctx$0.75/$3.75 per M

Thinking Machines Lab's open-weight multimodal model with 41B active parameters out of 975B total.

524K ctx$1.00/$4.05 per M

Google's high-efficiency model for focused subagent work and multi-agent workflows.

1.0M ctx$0.30/$2.50 per M

MoonshotAI's 2.8T-parameter flagship for complex coding, knowledge work, and long-horizon agent runs.

1.0M ctx$0.44/$10.00 per M
Demos
All demos

No shared demos for these models yet.

AI Output
All AI outputs

No captured outputs for these models yet.

Benchmarks
See rankings
The paired significance test (McNemar, in "Measured on Idapt") appears only when exactly two models are pinned.
Reasoning
CodingInsufficient data
Sources:Epoch AI·Provider·OpenRouter· as of 2026-10-02
Reasoning & Knowledge
Graduate Science1%94.1%Expert-Level—Factual Recall31%66.2%
Math
Competition Math94.2%
Coding
Real-World Coding—
Agentic
Terminal Tasks78.0%Novel Reasoning60.4%
Reasoning
Sources:Epoch AI·Provider·OpenRouter· as of 2026-10-02
Reasoning & Knowledge
Graduate Science87.2%Expert-Level29.7%Factual Recall43.9%
Math
Competition Math97.1%
Coding
Real-World Coding77.6%
Agentic
Terminal Tasks63.8%Novel Reasoning36.5%
Reasoning
CodingInsufficient data
AgenticInsufficient data
Sources:Epoch AI·OpenRouter· as of 2026-10-02
Cheaper43%
Reasoning & Knowledge
Graduate Science83.3%Expert-Level—Factual Recall—
Math
Competition Math71.1%
Coding
Real-World Coding—
Agentic
Terminal Tasks—Novel Reasoning10.3%
Reasoning
CodingInsufficient data
Sources:Epoch AI·Provider·OpenRouter· as of 2026-10-02
Reasoning & Knowledge
Graduate Science93.5%Expert-Level46%43.5%Factual Recall50.6%
Math
Competition Math97.2%
Coding
Real-World Coding—
Agentic
Terminal Tasks13%88.3%Novel Reasoning60.4%
Specs
1.0M
Context
66K
Max output
Jul 2026
Released
524K
Context
256K
Max output
Jul 2026
Released
1.0M
Context
66K
Max output
Jul 2026
Released
1.0M
Context
256K
Max output
Jul 2026
Released
Capabilities
Vision
Audio
Reasoning
Vision
Audio
Reasoning
Vision
Audio
Reasoning
Vision
Audio
Reasoning
Pricing
Live pricing, shown before you run
Input$0.75/M tokens
Output$3.75/M tokens
Reasoning$3.75/M tokens
Cache read$0.07/M tokens
Cache write50%$0.04/M tokens
Image input$0.75/M tokens
Audio input$0.75/M tokens
Web search$0.01/search
Live pricing, shown before you run
Input$1.00/M tokens
Output$4.05/M tokens
Cache read$0.17/M tokens
Live pricing, shown before you run
Input31%$0.30/M tokens
Output33%$2.50/M tokens
Reasoning33%$2.50/M tokens
Cache read60%$0.03/M tokens
Cache write$0.08/M tokens
Image input60%$0.30/M tokens
Audio input60%$0.30/M tokens
Web search$0.01/search
Live pricing, shown before you run
Input$0.44/M tokens
Output$10.00/M tokens
Cache read$0.44/M tokens
Chat with Gemini 3.6 FlashGo to model
Chat with InklingGo to model
Chat with Gemini 3.5 Flash-LiteGo to model
Chat with Kimi K3Go to model