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...
Model details →Google: Gemini 3 Flash Preview vs Thinking Machines: Inkling (batch)
Google: Gemini 3 Flash Preview and Thinking Machines: Inkling (batch) are evenly matched on 6 axes — pick the one whose provider, latency, or licensing fits your stack.
Inkling is an open-weight multimodal mixture-of-experts model from Thinking Machines Lab, with 41B active parameters out of 975B total. It is designed for general-purpose reasoning, coding, agentic and tool-use systems,...
Model details →Side-by-side comparison
| Capability | Google: Gemini 3 Flash Preview | Thinking Machines: Inkling (batch) | Winner |
|---|---|---|---|
| Context window Maximum number of input tokens the model can attend to in a single request. | 1.0M | 524K | 🏆 Google: Gemini 3 Flash Preview |
| Input price (per 1M) Cost per million input tokens billed by the provider. | $0.50 | $0.50 | Tie |
| Output price (per 1M) Cost per million output tokens billed by the provider. | $3.00 | $2.02 | 🏆 Thinking Machines: Inkling (batch) |
| Tool / function calling First-class support for emitting structured tool calls. | Yes | Yes | Tie |
| Vision input Accepts image inputs alongside text. | Yes | Yes | Tie |
| Reasoning mode Internal chain-of-thought / extended-thinking support. | Yes | Yes | Tie |
Frequently asked questions
Is Google: Gemini 3 Flash Preview better than Thinking Machines: Inkling (batch)?
Google: Gemini 3 Flash Preview and Thinking Machines: Inkling (batch) are evenly matched on 6 axes — pick the one whose provider, latency, or licensing fits your stack.
What's the price difference between Google: Gemini 3 Flash Preview and Thinking Machines: Inkling (batch)?
Input: $0.50 vs $0.50 per 1M tokens. Output: $3.00 vs $2.02 per 1M tokens.
What context windows do Google: Gemini 3 Flash Preview and Thinking Machines: Inkling (batch) support?
Google: Gemini 3 Flash Preview supports up to 1.0M tokens. Thinking Machines: Inkling (batch) supports up to 524K tokens.
Do both Google: Gemini 3 Flash Preview and Thinking Machines: Inkling (batch) support tool calling?
Google: Gemini 3 Flash Preview: yes. Thinking Machines: Inkling (batch): yes.
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