OLMo-2 32B Instruct is a supervised instruction-finetuned variant of the OLMo-2 32B March 2025 base model. It excels in complex reasoning and instruction-following tasks across diverse benchmarks such as GSM8K, MATH, IFEval, and general NLP…
Model details →AllenAI: Olmo 2 32B Instruct vs Google: Gemma 3 12B
Google: Gemma 3 12B wins on 4 of 6 axes — pricing and capability skew in its favour for most workloads.
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, including structu…
Model details →Side-by-side comparison
| Capability | AllenAI: Olmo 2 32B Instruct | Google: Gemma 3 12B | Winner |
|---|---|---|---|
| Context window Maximum number of input tokens the model can attend to in a single request. | 128K | 131K | 🏆 Google: Gemma 3 12B |
| Input price (per 1M) Cost per million input tokens billed by the provider. | $0.05 | $0.04 | 🏆 Google: Gemma 3 12B |
| Output price (per 1M) Cost per million output tokens billed by the provider. | $0.20 | $0.13 | 🏆 Google: Gemma 3 12B |
| Tool / function calling First-class support for emitting structured tool calls. | — | — | Tie |
| 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 AllenAI: Olmo 2 32B Instruct better than Google: Gemma 3 12B?
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 AllenAI: Olmo 2 32B Instruct and Google: Gemma 3 12B?
Input: $0.05 vs $0.04 per 1M tokens. Output: $0.20 vs $0.13 per 1M tokens.
What context windows do AllenAI: Olmo 2 32B Instruct and Google: Gemma 3 12B support?
AllenAI: Olmo 2 32B Instruct supports up to 128K tokens. Google: Gemma 3 12B supports up to 131K tokens.
Do both AllenAI: Olmo 2 32B Instruct and Google: Gemma 3 12B support tool calling?
AllenAI: Olmo 2 32B Instruct: not advertised. Google: Gemma 3 12B: not advertised.