Muse Glimmer 30B vs Devstral 2 123B Instruct 2512
At a Glance
| Compare |  Muse Glimmer 30BMeta |  Devstral 2 123B Instruct 2512Mistral AI |
|---|---|---|
| Intelligence, Cost, and Efficiency | ||
| IntelligenceHigher is better · MM Intelligence v4.4 | #39 of 5712.8 score · 1/3 sources · single-source provisional · missing LiveBench, ARC-AGI-2 · full-core range 4.3–70.9 | UnrankedNot in the 57-model eligible cohort |
| Pricing and Limits | ||
| Input priceFrom · USD / 1M tokens | $0.30Deepinfra ↗ · Oct 19, 2026 | $0.44Openrouter ↗ · Aug 29, 2026 |
| Output priceFrom · USD / 1M tokens | $1.20Deepinfra ↗ · Oct 19, 2026 | $2.20Openrouter ↗ · Aug 29, 2026 |
| Context windowMaximum documented tokens | 131K | 262K |
| Model facts checked | Sep 3, 2026View model evidence → | Aug 28, 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 | Muse Glimmer 30B | Devstral-2-123B-Instruct-2512 |
|---|---|---|
| Developer | Meta | Mistral AI |
| Family | Muse Glimmer | Devstral 2 123b Instruct 2512 |
| Model | Muse Glimmer 30B | Devstral-2-123B-Instruct-2512 |
| Version | Muse Glimmer 30B | Devstral-2-123B-Instruct-2512 |
| Lifecycle | active | active |
| Released | 2026-08-09 | Unknown |
| Knowledge cutoff | 2026-01-04 | Unknown |
| Input modalities | Text, Image | Text |
| Output modalities | Text | Text |
| Context window | 131K | 262K |
| Total parameters | 29.8B | 125B |
| Active parameters | Unknown | Unknown |
| License | apache-2.0 | other |
| Open weights | Yes | Yes |
| API available | Yes | Yes |
| Self-hostable | Yes | Yes |
| Provider access | Deepinfra (Standard), Fireworks Ai (Standard), Together Ai (Standard) | Openrouter (Standard) |
| Capabilities | chat, generation, reasoning, structured_outputs, tools | chat, generation, tools |
Muse Glimmer 30B Capabilities
Devstral 2 123B Instruct 2512 Capabilities
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Primary Evidence
Sources and Freshness
Questions
Muse Glimmer 30B vs Devstral 2 123B Instruct 2512 FAQs
Is Muse Glimmer 30B or Devstral 2 123B Instruct 2512 better for coding?+
This comparison does not currently contain a protocol-matched coding benchmark for both Muse Glimmer 30B and Devstral 2 123B Instruct 2512, so Model Markets cannot name a coding leader from pricing, context size, or capability labels alone.
Which is cheaper, Muse Glimmer 30B or Devstral 2 123B Instruct 2512?+
Muse Glimmer 30B is $0.30 and Devstral 2 123B Instruct 2512 is $0.44 per million tokens, so Muse Glimmer 30B is cheaper on this metric. Muse Glimmer 30B is $1.20 and Devstral 2 123B Instruct 2512 is $2.20 per million tokens, so Muse Glimmer 30B is cheaper on this metric.
Which has a larger context window, Muse Glimmer 30B or Devstral 2 123B Instruct 2512?+
Devstral 2 123B Instruct 2512 has the larger sourced context window. Muse Glimmer 30B supports 131,072 tokens and Devstral 2 123B Instruct 2512 supports 262,144 tokens.
Which performs better in benchmarks, Muse Glimmer 30B or Devstral 2 123B Instruct 2512?+
There is no overall benchmark winner: At least two independently verified, protocol-matched benchmarks are required for an overall winner.
Can Muse Glimmer 30B or Devstral 2 123B Instruct 2512 be self-hosted?+
Both models have the same sourced self-hosting status: supported. Muse Glimmer 30B is open weight; Devstral 2 123B Instruct 2512 is open weight.
Can Muse Glimmer 30B and Devstral 2 123B Instruct 2512 understand images?+
Muse Glimmer 30B is documented with image input; Devstral 2 123B Instruct 2512 is not documented with image input. This reflects supported input modalities, not vision quality.
Which can generate longer answers, Muse Glimmer 30B or Devstral 2 123B Instruct 2512?+
Neither model has a sourced maximum output in this comparison, so a larger limit cannot be determined.
Do Muse Glimmer 30B and Devstral 2 123B Instruct 2512 support reasoning and tool use?+
Muse Glimmer 30B: reasoning, tool calling, and image input. Devstral 2 123B Instruct 2512: tool calling. Feature support does not establish relative quality.
Which is available from more inference providers, Muse Glimmer 30B or Devstral 2 123B Instruct 2512?+
Muse Glimmer 30B has 3 sourced provider routes; Devstral 2 123B Instruct 2512 has 1, so Muse Glimmer 30B has broader tracked availability.
Which offers better value, Muse Glimmer 30B or Devstral 2 123B Instruct 2512?+
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.