Hy-MT2-30B-A3B vs Muse Spark 1.2 Contributor
| Signal | Hy-MT2-30B-A3B | Delta | Muse Spark 1.2 Contributor |
|---|---|---|---|
Capabilities | 33 | -67 | |
Pricing | 100 | 0 | |
Context window size | 62 | -33 | |
Recency | 100 | -- | |
Output Capacity | 58 | -38 | |
| Overall Result | 0 wins | of 5 | 4 wins |
Score History
40
current score
Tied
right now
40
current score
Hy-MT2-30B-A3B
Tencent
Muse Spark 1.2 Contributor
meta
Muse Spark 1.2 Contributor saves you $2.15/month
That's $25.80/year compared to Hy-MT2-30B-A3B at your current usage level of 100K calls/month.
| Metric | Hy-MT2-30B-A3B | Muse Spark 1.2 Contributor | Winner |
|---|---|---|---|
| Overall Score | 40 | 40 | -- |
| Rank | #286 | #283 | Muse Spark 1.2 Contributor |
| Quality Rank | #286 | #283 | Muse Spark 1.2 Contributor |
| Adoption Rank | #286 | #283 | Muse Spark 1.2 Contributor |
| Parameters | 30B | -- | -- |
| Context Window | 8K | 1049K | Muse Spark 1.2 Contributor |
| Pricing | $0.07/$0.29/M | $0.10/$0.20/M | -- |
| Signal Scores | |||
| Capabilities | 33 | 100 | Muse Spark 1.2 Contributor |
| Pricing | 100 | 100 | Muse Spark 1.2 Contributor |
| Context window size | 62 | 96 | Muse Spark 1.2 Contributor |
| Recency | 100 | 100 | Hy-MT2-30B-A3B |
| Output Capacity | 58 | 96 | Muse Spark 1.2 Contributor |
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 #286), placing it in the top 2% of all 290 models tracked.
Scores 40/100 (rank #283), placing it in the top 3% 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 Hy-MT2-30B-A3B when you need:
- Self-hosted deployments where you need full control over the model
Choose Muse Spark 1.2 Contributor when you need:
- High-volume production workloads where API costs must be minimized
- Processing long documents or large codebases (1049K token context)
- Multimodal workflows that require image understanding
- Agentic applications using tool/function calling
- Step-by-step reasoning and chain-of-thought problem solving
Muse Spark 1.2 Contributor offers 19% better value per quality point. At 1M tokens/day, you'd spend $4.50/month with Muse Spark 1.2 Contributor vs $5.54/month with Hy-MT2-30B-A3B - a $1.04 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. Muse Spark 1.2 Contributor 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 ($0.20/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
Hy-MT2-30B-A3B and Muse Spark 1.2 Contributor 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
Hy-MT2-30B-A3B
Marginally better benchmark scores; both are excellent
Best for Cost
Muse Spark 1.2 Contributor
19% lower pricing; better value at scale
Best for Reliability
Hy-MT2-30B-A3B
Higher uptime and faster response speeds
Best for Prototyping
Hy-MT2-30B-A3B
Stronger community support and better developer experience
Best for Production
Hy-MT2-30B-A3B
Wider enterprise adoption and proven at scale
by Tencent
- Choose for Quality - Marginally better benchmark scores; both are excellent
- 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 | Hy-MT2-30B-A3B | Muse Spark 1.2 Contributor |
|---|---|---|
| Vision (Image Input)differs | ||
| Function Callingdiffers | ||
| Streaming | ||
| JSON Mode | ||
| Reasoningdiffers | ||
| Web Searchdiffers | ||
| Image Output |
Hy-MT2-30B-A3B
Tencent
Muse Spark 1.2 Contributor
meta
Muse Spark 1.2 Contributor saves you $0.0672/month
That's 14% cheaper than Hy-MT2-30B-A3B 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 | Hy-MT2-30B-A3B | Muse Spark 1.2 Contributor |
|---|---|---|
| Context Window | 8K | 1.0M |
| Max Output Tokens | 4,096 | 943,718 |
| Open Source | Yes | No |
| Created | Aug 20, 2026 | Aug 21, 2026 |