MolmoWeb 8B vs Gemma 4 31B
At a Glance
| Compare |  MolmoWeb 8BAi2 |  Gemma 4 31BGoogle DeepMind |
|---|---|---|
| Pricing and Limits | ||
| Input priceFrom · USD / 1M tokens | Not reported | $0.090Openrouter ↗ · Sep 22, 2026 |
| Output priceFrom · USD / 1M tokens | Not reported | $0.34Openrouter ↗ · Sep 22, 2026 |
| Context windowMaximum documented tokens | 10K | 262K |
| Model facts checked | Sep 3, 2026View model evidence → | Sep 3, 2026View model evidence → |
Token prices are the lowest available sourced USD rates; input and output may use different providers. Cost ranking estimates output spend on LiveBench, not a full request bill. Ranking methodology →
Available Benchmarks
Side-by-Side Facts
| Field | MolmoWeb 8B | Gemma 4 31B |
|---|---|---|
| Developer | Ai2 | Google DeepMind |
| Family | Molmoweb | Gemma 4 |
| Model | MolmoWeb 8B | Gemma 4 31B |
| Version | MolmoWeb 8B | Gemma 4 31B |
| Lifecycle | active | active |
| Released | 2026-03-20 | 2026-03-11 |
| Knowledge cutoff | Unknown | Unknown |
| Input modalities | Text, Image | Text, Image |
| Output modalities | Text | Text |
| Context window | 10K | 262K |
| Total parameters | 8.7B | 31B |
| Active parameters | Unknown | Unknown |
| License | apache-2.0 | apache-2.0 |
| Open weights | Yes | Yes |
| API available | No | Yes |
| Self-hostable | Yes | Yes |
| Provider access | Unknown | Cerebras (Standard), Deepinfra (Standard), Google Gemini (Standard), Openrouter (Standard), Together Ai (Standard) |
| Capabilities | chat, computer-use, generation, tools, vision | chat, generation, reasoning, structured_outputs, tools |
MolmoWeb 8B Capabilities
Gemma 4 31B Capabilities
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Primary Evidence
Sources and Freshness
Questions
MolmoWeb 8B vs Gemma 4 31B FAQs
Is MolmoWeb 8B or Gemma 4 31B better for coding?+
This comparison does not currently contain a protocol-matched coding benchmark for both MolmoWeb 8B and Gemma 4 31B, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.
Which is cheaper, MolmoWeb 8B or Gemma 4 31B?+
Only Gemma 4 31B has a directly sourced input price: $0.090 per million tokens. Only Gemma 4 31B has a directly sourced output price: $0.34 per million tokens.
Which has a larger context window, MolmoWeb 8B or Gemma 4 31B?+
Gemma 4 31B has the larger sourced context window. MolmoWeb 8B supports 10K and Gemma 4 31B supports 262K.
Which performs better in benchmarks, MolmoWeb 8B or Gemma 4 31B?+
There is no overall benchmark winner: At least two independently verified, protocol-matched benchmarks are required for an overall winner.
Can MolmoWeb 8B or Gemma 4 31B be self-hosted?+
Both models have the same recorded self-hosting status: supported. MolmoWeb 8B is open weight; Gemma 4 31B is open weight.
Can MolmoWeb 8B and Gemma 4 31B understand images?+
MolmoWeb 8B is documented with image input; Gemma 4 31B is documented with image input. This reflects supported input modalities, not vision quality.
Which can generate longer answers, MolmoWeb 8B or Gemma 4 31B?+
Neither has a larger sourced maximum output. MolmoWeb 8B is — and Gemma 4 31B is —.
Do MolmoWeb 8B and Gemma 4 31B support reasoning and tool use?+
MolmoWeb 8B: tool calling and image input. Gemma 4 31B: reasoning, tool calling, and image input. Feature support does not establish relative quality.
Which is available from more inference providers, MolmoWeb 8B or Gemma 4 31B?+
MolmoWeb 8B has 0 sourced provider routes; Gemma 4 31B has 5, so Gemma 4 31B has broader tracked availability.
Which offers better value, MolmoWeb 8B or Gemma 4 31B?+
There is no universal value winner. Compare the input and output prices above with the matched benchmark result for your workload: cheaper tokens can be offset by different quality, token usage, latency, or provider availability.