| Signal | Gemma 4 31B | Delta | GPT-5.4 Nano |
|---|---|---|---|
Capabilities | 83 | -17 | |
Benchmarks | 86 | -4 | |
Pricing | 100 | +1 | |
Context window size | 77 | -3 | |
Recency | 100 | -- | |
Output Capacity | 70 | -15 | |
| Overall Result | 1 wins | of 6 | 4 wins |
Score History
80
current score
Gemma 4 31B
right now
78.8
current score
OpenAI
Gemma 4 31B saves you $52.00/month
That's $624.00/year compared to GPT-5.4 Nano at your current usage level of 100K calls/month.
| Metric | Gemma 4 31B | GPT-5.4 Nano | Winner |
|---|---|---|---|
| Overall Score | 80 | 79 | Gemma 4 31B |
| Rank | #41 | #46 | Gemma 4 31B |
| Quality Rank | #41 | #46 | Gemma 4 31B |
| Adoption Rank | #41 | #46 | Gemma 4 31B |
| Parameters | 31B | -- | -- |
| Context Window | 262K | 400K | GPT-5.4 Nano |
| Pricing | $0.12/$0.37/M | $0.20/$1.25/M | -- |
| Signal Scores | |||
| Capabilities | 83 | 100 | GPT-5.4 Nano |
| Benchmarks | 86 | 90 | GPT-5.4 Nano |
| Pricing | 100 | 99 | Gemma 4 31B |
| Context window size | 77 | 80 | GPT-5.4 Nano |
| Recency | 100 | 100 | Gemma 4 31B |
| Output Capacity | 70 | 85 | GPT-5.4 Nano |
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 80/100 (rank #41), placing it in the top 86% of all 290 models tracked.
Scores 79/100 (rank #46), placing it in the top 84% of all 290 models tracked.
With only a 1-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.
Gemma 4 31B offers 66% better value per quality point. At 1M tokens/day, you'd spend $7.35/month with Gemma 4 31B vs $21.75/month with GPT-5.4 Nano - a $14.40 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 31B also offers lower per-token costs for high-volume support
Long document analysis
Larger context window (400K tokens) can process longer documents, contracts, and research papers in a single pass
Batch data extraction
Lower output pricing ($0.37/M) reduces costs when processing thousands of records daily
Creative writing & content
Higher overall composite score (80/100) 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 31B and GPT-5.4 Nano are extremely close in overall performance (only 1.2000000000000028 points apart). Your best choice depends entirely on which specific strengths matter most for your use case.
Best for Quality
Gemma 4 31B
Marginally better benchmark scores; both are excellent
Best for Cost
Gemma 4 31B
66% lower pricing; better value at scale
Best for Reliability
Gemma 4 31B
Higher uptime and faster response speeds
Best for Prototyping
Gemma 4 31B
Stronger community support and better developer experience
Best for Production
Gemma 4 31B
Wider enterprise adoption and proven at scale
by Google
| Capability | Gemma 4 31B | GPT-5.4 Nano |
|---|---|---|
| Vision (Image Input) | ||
| Function Calling | ||
| Streaming | ||
| JSON Mode | ||
| Reasoning | ||
| Web Searchdiffers | ||
| Image Output |
OpenAI
Gemma 4 31B saves you $1.20/month
That's 65% cheaper than GPT-5.4 Nano 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 31B | GPT-5.4 Nano |
|---|---|---|
| Context Window | 262K | 400K |
| Max Output Tokens | 16,384 | 128,000 |
| Open Source | Yes | No |
| Created | Apr 2, 2026 | Mar 17, 2026 |