Gemma 4 26B A4B vs Inkling
| Signal | Gemma 4 26B A4B | Delta | Inkling |
|---|---|---|---|
Capabilities | 83 | +17 | |
Benchmarks | 72 | 0 | |
Pricing | 100 | +4 | |
Context window size | 77 | -9 | |
Recency | 100 | -- | |
Output Capacity | 90 | +70 | |
| Overall Result | 3 wins | of 6 | 2 wins |
Score History
72.6
current score
Tied
right now
72.6
current score
Gemma 4 26B A4B
Inkling
thinkingmachines
Gemma 4 26B A4B saves you $277.50/month
That's $3330.00/year compared to Inkling at your current usage level of 100K calls/month.
| Metric | Gemma 4 26B A4B | Inkling | Winner |
|---|---|---|---|
| Overall Score | 73 | 73 | -- |
| Rank | #98 | #97 | Inkling |
| Quality Rank | #98 | #97 | Inkling |
| Adoption Rank | #98 | #97 | Inkling |
| Parameters | 26B | -- | -- |
| Context Window | 262K | 1049K | Inkling |
| Pricing | $0.10/$0.30/M | $1.00/$4.05/M | -- |
| Signal Scores | |||
| Capabilities | 83 | 67 | Gemma 4 26B A4B |
| Benchmarks | 72 | 72 | Inkling |
| Pricing | 100 | 96 | Gemma 4 26B A4B |
| Context window size | 77 | 86 | Inkling |
| Recency | 100 | 100 | Gemma 4 26B A4B |
| Output Capacity | 90 | 20 | Gemma 4 26B A4B |
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 #98), placing it in the top 67% of all 290 models tracked.
Scores 73/100 (rank #97), placing it in the top 67% 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 Gemma 4 26B A4B when you need:
- High-volume production workloads where API costs must be minimized
- Step-by-step reasoning and chain-of-thought problem solving
- Self-hosted deployments where you need full control over the model
Choose Inkling when you need:
- Processing long documents or large codebases (1049K token context)
- Step-by-step reasoning and chain-of-thought problem solving
- Self-hosted deployments where you need full control over the model
Gemma 4 26B A4B offers 92% better value per quality point. At 1M tokens/day, you'd spend $6.00/month with Gemma 4 26B A4B vs $75.75/month with Inkling - a $69.75 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. Gemma 4 26B A4B 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 (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 and Inkling 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
Gemma 4 26B A4B
Marginally better benchmark scores; both are excellent
Best for Cost
Gemma 4 26B A4B
92% 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 - 92% 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 | Inkling |
|---|---|---|
| Vision (Image Input) | ||
| Function Calling | ||
| Streaming | ||
| JSON Modediffers | ||
| Reasoning | ||
| Web Search | ||
| Image Output |
Gemma 4 26B A4B
Inkling
thinkingmachines
Gemma 4 26B A4B saves you $6.12/month
That's 92% cheaper than Inkling 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 | Inkling |
|---|---|---|
| Context Window | 262K | 1.0M |
| Max Output Tokens | 256,000 | -- |
| Open Source | Yes | Yes |
| Created | Apr 3, 2026 | Jul 17, 2026 |