Gemma 4 26B A4B vs Muse Spark 1.2 Contributor
| Signal | Gemma 4 26B A4B | Delta | Muse Spark 1.2 Contributor |
|---|---|---|---|
Capabilities | 83 | -17 | |
Benchmarks | 72 | +72 | |
Pricing | 100 | -- | |
Context window size | 86 | -9 | |
Recency | 100 | 0 | |
Output Capacity | 86 | -10 | |
| Overall Result | 1 wins | of 6 | 4 wins |
Score History
72.9
current score
Gemma 4 26B A4B
right now
40
current score
Gemma 4 26B A4B
Muse Spark 1.2 Contributor
meta
Gemma 4 26B A4B saves you $2.00/month
That's $24.00/year compared to Muse Spark 1.2 Contributor at your current usage level of 100K calls/month.
| Metric | Gemma 4 26B A4B | Muse Spark 1.2 Contributor | Winner |
|---|---|---|---|
| Overall Score | 73 | 40 | Gemma 4 26B A4B |
| Rank | #148 | #283 | Gemma 4 26B A4B |
| Quality Rank | #148 | #283 | Gemma 4 26B A4B |
| Adoption Rank | #148 | #283 | Gemma 4 26B A4B |
| Parameters | 26B | -- | -- |
| Context Window | 262K | 1049K | Muse Spark 1.2 Contributor |
| Pricing | $0.07/$0.22/M | $0.10/$0.20/M | -- |
| Signal Scores | |||
| Capabilities | 83 | 100 | Muse Spark 1.2 Contributor |
| Benchmarks | 72 | -- | Gemma 4 26B A4B |
| Pricing | 100 | 100 | Gemma 4 26B A4B |
| Context window size | 86 | 96 | Muse Spark 1.2 Contributor |
| Recency | 100 | 100 | Muse Spark 1.2 Contributor |
| Output Capacity | 86 | 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 73/100 (rank #148), placing it in the top 49% of all 290 models tracked.
Scores 40/100 (rank #283), placing it in the top 3% of all 290 models tracked.
Gemma 4 26B A4B has a 33-point advantage, which typically translates to noticeably stronger performance on complex reasoning, code generation, and multi-step tasks.
Choose Gemma 4 26B A4B when you need:
- Step-by-step reasoning and chain-of-thought problem solving
- Self-hosted deployments where you need full control over the model
Choose Muse Spark 1.2 Contributor when you need:
- Processing long documents or large codebases (1049K token context)
- Step-by-step reasoning and chain-of-thought problem solving
Both models are priced similarly, so the decision comes down to quality and features rather than cost.
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 (73/100) 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
Gemma 4 26B A4B clearly outperforms Muse Spark 1.2 Contributor with a significant 32.900000000000006-point lead. For most general use cases, Gemma 4 26B A4B is the stronger choice. However, Muse Spark 1.2 Contributor may still excel in niche scenarios.
By Use Case
Best for Quality
Gemma 4 26B A4B
Marginally better benchmark scores; both are excellent
Best for Cost
Gemma 4 26B A4B
3% lower pricing; better value at scale
Best for Reliability
Gemma 4 26B A4B
Higher uptime and faster response speeds
Best for Prototyping
Gemma 4 26B A4B
Stronger community support and better developer experience
Best for Production
Gemma 4 26B A4B
Wider enterprise adoption and proven at scale
by Google
- Choose for Quality - Marginally better benchmark scores; both are excellent
- Choose for Cost - 3% 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 | Gemma 4 26B A4B | Muse Spark 1.2 Contributor |
|---|---|---|
| Vision (Image Input) | ||
| Function Calling | ||
| Streaming | ||
| JSON Mode | ||
| Reasoning | ||
| Web Searchdiffers | ||
| Image Output |
Gemma 4 26B A4B
Muse Spark 1.2 Contributor
meta
Gemma 4 26B A4B saves you $0.0285/month
That's 7% cheaper than Muse Spark 1.2 Contributor 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 | Gemma 4 26B A4B | Muse Spark 1.2 Contributor |
|---|---|---|
| Context Window | 262K | 1.0M |
| Max Output Tokens | 235,929 | 943,718 |
| Open Source | Yes | No |
| Created | Apr 3, 2026 | Aug 21, 2026 |