| Signal | Seed-2.0-Mini | Delta | Gemma 4 26B A4B (free) |
|---|---|---|---|
Capabilities | 83 | -- | |
Pricing | 100 | 0 | |
Context window size | 86 | -- | |
Recency | 100 | -- | |
Output Capacity | 85 | +10 | |
Benchmarks | 0 | -72 | |
| Overall Result | 1 wins | of 6 | 2 wins |
Score History
40
current score
Gemma 4 26B A4B (free)
right now
73.4
current score
ByteDance
Gemma 4 26B A4B (free) saves you $30.00/month
That's $360.00/year compared to Seed-2.0-Mini at your current usage level of 100K calls/month.
| Metric | Seed-2.0-Mini | Gemma 4 26B A4B (free) | Winner |
|---|---|---|---|
| Overall Score | 40 | 73 | Gemma 4 26B A4B (free) |
| Rank | #182 | #58 | Gemma 4 26B A4B (free) |
| Quality Rank | #182 | #58 | Gemma 4 26B A4B (free) |
| Adoption Rank | #182 | #58 | Gemma 4 26B A4B (free) |
| Parameters | -- | 26B | -- |
| Context Window | 262K | 262K | -- |
| Pricing | $0.10/$0.40/M | Free | -- |
| Signal Scores | |||
| Capabilities | 83 | 83 | Seed-2.0-Mini |
| Pricing | 100 | 100 | Gemma 4 26B A4B (free) |
| Context window size | 86 | 86 | Seed-2.0-Mini |
| Recency | 100 | 100 | Seed-2.0-Mini |
| Output Capacity | 85 | 75 | Seed-2.0-Mini |
| Benchmarks | -- | 72 | Gemma 4 26B A4B (free) |
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 #182), placing it in the top 38% of all 290 models tracked.
Scores 73/100 (rank #58), placing it in the top 80% of all 290 models tracked.
Gemma 4 26B A4B (free) has a 33-point advantage, which typically translates to noticeably stronger performance on complex reasoning, code generation, and multi-step tasks.
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
Higher benchmark score (0/100) indicates stronger performance on coding tasks like generating functions, debugging, and refactoring
Customer support chatbot
Faster response time (speed score 0/100) is critical for user-facing chat. Gemma 4 26B A4B (free) also offers lower per-token costs for high-volume support
Long document analysis
Larger context window (262K tokens) can process longer documents, contracts, and research papers in a single pass
Batch data extraction
Lower output pricing ($0.00/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 (free) clearly outperforms Seed-2.0-Mini with a significant 33.400000000000006-point lead. For most general use cases, Gemma 4 26B A4B (free) is the stronger choice. However, Seed-2.0-Mini may still excel in niche scenarios.
Best for Quality
Seed-2.0-Mini
Marginally better benchmark scores; both are excellent
Best for Cost
Gemma 4 26B A4B (free)
100% lower pricing; better value at scale
Best for Reliability
Seed-2.0-Mini
Higher uptime and faster response speeds
Best for Prototyping
Seed-2.0-Mini
Stronger community support and better developer experience
Best for Production
Seed-2.0-Mini
Wider enterprise adoption and proven at scale
by ByteDance
by Google
| Capability | Seed-2.0-Mini | Gemma 4 26B A4B (free) |
|---|---|---|
| Vision (Image Input) | ||
| Function Calling | ||
| Streaming | ||
| JSON Mode | ||
| Reasoning | ||
| Web Search | ||
| Image Output |
ByteDance
Gemma 4 26B A4B (free) saves you $0.6600/month
That's 100% cheaper than Seed-2.0-Mini 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 | Seed-2.0-Mini | Gemma 4 26B A4B (free) |
|---|---|---|
| Context Window | 262K | 262K |
| Max Output Tokens | 131,072 | 32,768 |
| Open Source | No | Yes |
| Created | Feb 26, 2026 | Apr 3, 2026 |
Gemma 4 26B A4B (free) scores 73/100 (rank #58) compared to Seed-2.0-Mini's 40/100 (rank #182), giving it a 33-point advantage. Gemma 4 26B A4B (free) is the stronger overall choice, though Seed-2.0-Mini may excel in specific areas like certain benchmarks.
Seed-2.0-Mini is ranked #182 and Gemma 4 26B A4B (free) is ranked #58 out of 290+ AI models. Rankings use a composite score combining benchmark performance (90%) from MMLU, GPQA, HumanEval, SWE-bench, and 15+ standardized evaluations, with capabilities and context window as tiebreakers (10%). Scores update hourly.
Gemma 4 26B A4B (free) is cheaper at $0.00/M output tokens vs Seed-2.0-Mini's $0.40/M output tokens - 400.0x more expensive. Input token pricing: Seed-2.0-Mini at $0.10/M vs Gemma 4 26B A4B (free) at $0.00/M.
Seed-2.0-Mini has a larger context window of 262,144 tokens compared to Gemma 4 26B A4B (free)'s 262,144 tokens. A larger context window means the model can process longer documents and conversations.