Gemma 3 introduces multimodality, supporting vision-language input and text outputs. It handles context windows up to 128k tokens, understands over 140 languages, and offers improved math, reasoning, and chat capabilities,...
Model details →Google: Gemma 3 12B vs Inference.net: Schematron V2 Small
Google: Gemma 3 12B wins on 4 of 6 axes — pricing and capability skew in its favour for most workloads.
Schematron V2 Small is a 3B-parameter HTML-to-JSON extraction model from Inference.net. It prioritizes extraction quality for complex schemas and long pages. Extraction instructions must be supplied through a JSON schema...
Model details →Side-by-side comparison
| Capability | Google: Gemma 3 12B | Inference.net: Schematron V2 Small | Winner |
|---|---|---|---|
| Context window Maximum number of input tokens the model can attend to in a single request. | 131K | 128K | 🏆 Google: Gemma 3 12B |
| Input price (per 1M) Cost per million input tokens billed by the provider. | $0.05 | $0.05 | Tie |
| Output price (per 1M) Cost per million output tokens billed by the provider. | $0.15 | $0.23 | 🏆 Google: Gemma 3 12B |
| Tool / function calling First-class support for emitting structured tool calls. | Yes | — | 🏆 Google: Gemma 3 12B |
| Vision input Accepts image inputs alongside text. | Yes | — | 🏆 Google: Gemma 3 12B |
| Reasoning mode Internal chain-of-thought / extended-thinking support. | — | — | Tie |
Frequently asked questions
Is Google: Gemma 3 12B better than Inference.net: Schematron V2 Small?
Google: Gemma 3 12B wins on 4 of 6 axes — pricing and capability skew in its favour for most workloads.
What's the price difference between Google: Gemma 3 12B and Inference.net: Schematron V2 Small?
Input: $0.05 vs $0.05 per 1M tokens. Output: $0.15 vs $0.23 per 1M tokens.
What context windows do Google: Gemma 3 12B and Inference.net: Schematron V2 Small support?
Google: Gemma 3 12B supports up to 131K tokens. Inference.net: Schematron V2 Small supports up to 128K tokens.
Do both Google: Gemma 3 12B and Inference.net: Schematron V2 Small support tool calling?
Google: Gemma 3 12B: yes. Inference.net: Schematron V2 Small: not advertised.