Gemma 4 31B Instruct is Google DeepMind's 30.7B dense multimodal model supporting text and image input with text output. Features a 256K token context window, configurable thinking/reasoning mode, native function...
Model details →Google: Gemma 4 31B vs inclusionAI: Ling 3.0 Flash
inclusionAI: Ling 3.0 Flash wins on 2 of 6 axes — pricing and capability skew in its favour for most workloads.
*Ling-3.0-flash* is a *124B-parameter Mixture-of-Experts (MoE) model*, with approximately *5.1B parameters activated per token*. The model is designed with *token efficiency and production-scale agentic inference* as key priorities, enablin…
Model details →Side-by-side comparison
| Capability | Google: Gemma 4 31B | inclusionAI: Ling 3.0 Flash | Winner |
|---|---|---|---|
| Context window Maximum number of input tokens the model can attend to in a single request. | 262K | 262K | Tie |
| Input price (per 1M) Cost per million input tokens billed by the provider. | $0.09 | $0.02 | 🏆 inclusionAI: Ling 3.0 Flash |
| Output price (per 1M) Cost per million output tokens billed by the provider. | $0.34 | $0.06 | 🏆 inclusionAI: Ling 3.0 Flash |
| Tool / function calling First-class support for emitting structured tool calls. | Yes | Yes | Tie |
| Vision input Accepts image inputs alongside text. | Yes | — | 🏆 Google: Gemma 4 31B |
| Reasoning mode Internal chain-of-thought / extended-thinking support. | Yes | Yes | Tie |
Frequently asked questions
Is Google: Gemma 4 31B better than inclusionAI: Ling 3.0 Flash?
inclusionAI: Ling 3.0 Flash wins on 2 of 6 axes — pricing and capability skew in its favour for most workloads.
What's the price difference between Google: Gemma 4 31B and inclusionAI: Ling 3.0 Flash?
Input: $0.09 vs $0.02 per 1M tokens. Output: $0.34 vs $0.06 per 1M tokens.
What context windows do Google: Gemma 4 31B and inclusionAI: Ling 3.0 Flash support?
Google: Gemma 4 31B supports up to 262K tokens. inclusionAI: Ling 3.0 Flash supports up to 262K tokens.
Do both Google: Gemma 4 31B and inclusionAI: Ling 3.0 Flash support tool calling?
Google: Gemma 4 31B: yes. inclusionAI: Ling 3.0 Flash: yes.