Devstral 2 2512 vs Muse Spark 1.1
| Signal | Devstral 2 2512 | Delta | Muse Spark 1.1 |
|---|---|---|---|
Capabilities | 50 | -50 | |
Benchmarks | 43 | -36 | |
Pricing | 98 | +2 | |
Context window size | 86 | -9 | |
Recency | 85 | -15 | |
Output Capacity | 85 | -10 | |
| Overall Result | 1 wins | of 6 | 5 wins |
Score History
45.5
current score
Muse Spark 1.1
right now
80.7
current score
Devstral 2 2512
Mistral AI
Muse Spark 1.1
meta
Devstral 2 2512 saves you $183.50/month
That's $2202.00/year compared to Muse Spark 1.1 at your current usage level of 100K calls/month.
| Metric | Devstral 2 2512 | Muse Spark 1.1 | Winner |
|---|---|---|---|
| Overall Score | 46 | 81 | Muse Spark 1.1 |
| Rank | #233 | #88 | Muse Spark 1.1 |
| Quality Rank | #233 | #88 | Muse Spark 1.1 |
| Adoption Rank | #233 | #88 | Muse Spark 1.1 |
| Parameters | -- | -- | -- |
| Context Window | 262K | 1049K | Muse Spark 1.1 |
| Pricing | $0.44/$2.20/M | $1.25/$4.25/M | -- |
| Signal Scores | |||
| Capabilities | 50 | 100 | Muse Spark 1.1 |
| Benchmarks | 43 | 79 | Muse Spark 1.1 |
| Pricing | 98 | 96 | Devstral 2 2512 |
| Context window size | 86 | 96 | Muse Spark 1.1 |
| Recency | 85 | 100 | Muse Spark 1.1 |
| Output Capacity | 85 | 96 | Muse Spark 1.1 |
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 46/100 (rank #233), placing it in the top 20% of all 290 models tracked.
Scores 81/100 (rank #88), placing it in the top 70% of all 290 models tracked.
Muse Spark 1.1 has a 35-point advantage, which typically translates to noticeably stronger performance on complex reasoning, code generation, and multi-step tasks.
Choose Devstral 2 2512 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 Spark 1.1 when you need:
- Processing long documents or large codebases (1049K token context)
- Multimodal workflows that require image understanding
- Step-by-step reasoning and chain-of-thought problem solving
Devstral 2 2512 offers 52% better value per quality point. At 1M tokens/day, you'd spend $39.60/month with Devstral 2 2512 vs $82.50/month with Muse Spark 1.1 - a $42.90 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. Devstral 2 2512 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 ($2.20/M) reduces costs when processing thousands of records daily
Creative writing & content
Higher overall composite score (81/100) 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
Muse Spark 1.1 clearly outperforms Devstral 2 2512 with a significant 35.2-point lead. For most general use cases, Muse Spark 1.1 is the stronger choice. However, Devstral 2 2512 may still excel in niche scenarios.
By Use Case
Best for Quality
Devstral 2 2512
Marginally better benchmark scores; both are excellent
Best for Cost
Devstral 2 2512
52% lower pricing; better value at scale
Best for Reliability
Devstral 2 2512
Higher uptime and faster response speeds
Best for Prototyping
Devstral 2 2512
Stronger community support and better developer experience
Best for Production
Devstral 2 2512
Wider enterprise adoption and proven at scale
by Mistral AI
- Choose for Quality - Marginally better benchmark scores; both are excellent
- Choose for Cost - 52% 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 | Devstral 2 2512 | Muse Spark 1.1 |
|---|---|---|
| Vision (Image Input)differs | ||
| Function Calling | ||
| Streaming | ||
| JSON Mode | ||
| Reasoningdiffers | ||
| Web Searchdiffers | ||
| Image Output |
Devstral 2 2512
Mistral AI
Muse Spark 1.1
meta
Devstral 2 2512 saves you $3.92/month
That's 53% cheaper than Muse Spark 1.1 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 | Devstral 2 2512 | Muse Spark 1.1 |
|---|---|---|
| Context Window | 262K | 1.0M |
| Max Output Tokens | 209,715 | 943,718 |
| Open Source | Yes | No |
| Created | Dec 9, 2025 | Jul 16, 2026 |