Mistral Small 3.2 24B vs Muse Ember
| Signal | Mistral Small 3.2 24B | Delta | Muse Ember |
|---|---|---|---|
Capabilities | 67 | -33 | |
Pricing | 100 | +0 | |
Context window size | 86 | -10 | |
Recency | 40 | -60 | |
Output Capacity | 71 | -25 | |
| Overall Result | 1 wins | of 5 | 4 wins |
Score History
40
current score
Tied
right now
40
current score
Mistral Small 3.2 24B
Mistral AI
Muse Ember
meta
Mistral Small 3.2 24B saves you $10.00/month
That's $120.00/year compared to Muse Ember at your current usage level of 100K calls/month.
| Metric | Mistral Small 3.2 24B | Muse Ember | Winner |
|---|---|---|---|
| Overall Score | 40 | 40 | -- |
| Rank | #397 | #178 | Muse Ember |
| Quality Rank | #397 | #178 | Muse Ember |
| Adoption Rank | #397 | #178 | Muse Ember |
| Parameters | 24B | -- | -- |
| Context Window | 256K | 1049K | Muse Ember |
| Pricing | $0.10/$0.30/M | $0.10/$0.50/M | -- |
| Signal Scores | |||
| Capabilities | 67 | 100 | Muse Ember |
| Pricing | 100 | 100 | Mistral Small 3.2 24B |
| Context window size | 86 | 96 | Muse Ember |
| Recency | 40 | 100 | Muse Ember |
| Output Capacity | 71 | 96 | Muse Ember |
Our score (0-100) is driven by benchmark performance (90%) from Arena Elo ratings, MMLU, GPQA, HumanEval, SWE-bench, and 15+ standardized evaluations. Capabilities and context window serve as tiebreakers (10%). Learn more about our methodology.
Scores 40/100 (rank #397), placing it in the top -37% of all 290 models tracked.
Scores 40/100 (rank #178), placing it in the top 39% of all 290 models tracked.
With only a 0-point gap, these models are in the same performance tier. The practical difference in output quality is minimal - your choice should depend on pricing, latency requirements, and specific feature needs.
Choose Mistral Small 3.2 24B when you need:
- High-volume production workloads where API costs must be minimized
- Self-hosted deployments where you need full control over the model
Choose Muse Ember when you need:
- Processing long documents or large codebases (1049K token context)
- Step-by-step reasoning and chain-of-thought problem solving
Mistral Small 3.2 24B offers 33% better value per quality point. At 1M tokens/day, you'd spend $6.00/month with Mistral Small 3.2 24B vs $9.00/month with Muse Ember - a $3.00 monthly difference.
Both models have comparable response speeds. For most applications, the latency difference is negligible.
When latency matters most: Interactive chatbots, IDE code completion, real-time translation, and user-facing applications where response time directly impacts experience. For batch processing, background summarization, or offline analysis, latency is less critical.
Code generation & review
Based on overall model capabilities and architecture for coding tasks like generating functions, debugging, and refactoring
Customer support chatbot
Suitable for user-facing chat with competitive response times. Mistral Small 3.2 24B also offers lower per-token costs for high-volume support
Long document analysis
Larger context window (1049K tokens) can process longer documents, contracts, and research papers in a single pass
Batch data extraction
Lower output pricing ($0.30/M) reduces costs when processing thousands of records daily
Creative writing & content
Higher overall composite score (40/100) correlates with better nuance, coherence, and style in long-form content
Image understanding & OCR
Supports vision input - can analyze screenshots, diagrams, photos, and scanned documents directly
Mistral Small 3.2 24B and Muse Ember are extremely close in overall performance (only 0 points apart). Your best choice depends entirely on which specific strengths matter most for your use case.
By Use Case
Best for Quality
Mistral Small 3.2 24B
Marginally better benchmark scores; both are excellent
Best for Cost
Mistral Small 3.2 24B
33% lower pricing; better value at scale
Best for Reliability
Mistral Small 3.2 24B
Higher uptime and faster response speeds
Best for Prototyping
Mistral Small 3.2 24B
Stronger community support and better developer experience
Best for Production
Mistral Small 3.2 24B
Wider enterprise adoption and proven at scale
by Mistral AI
- Choose for Quality - Marginally better benchmark scores; both are excellent
- Choose for Cost - 33% lower pricing; better value at scale
- Choose for Reliability - Higher uptime and faster response speeds
- Choose for Prototyping - Stronger community support and better developer experience
- Choose for Production - Wider enterprise adoption and proven at scale
| Capability | Mistral Small 3.2 24B | Muse Ember |
|---|---|---|
| Vision (Image Input) | ||
| Function Calling | ||
| Streaming | ||
| JSON Mode | ||
| Reasoningdiffers | ||
| Web Searchdiffers | ||
| Image Output |
Mistral Small 3.2 24B
Mistral AI
Muse Ember
meta
Mistral Small 3.2 24B saves you $0.2400/month
That's 31% cheaper than Muse Ember at 1,000 tokens/request and 100 requests/day.
Assumes 60% input / 40% output token ratio per request. Actual costs may vary based on your usage pattern.
| Parameter | Mistral Small 3.2 24B | Muse Ember |
|---|---|---|
| Context Window | 256K | 1.0M |
| Max Output Tokens | 26,214 | 943,718 |
| Open Source | Yes | No |
| Created | Jun 20, 2025 | Nov 9, 2026 |