| Signal | GPT-4.1 Nano | Delta | Grok 4.1 Fast |
|---|---|---|---|
Capabilities | 83 | -17 | |
Benchmarks | 44 | -31 | |
Pricing | 100 | +0 | |
Context window size | 96 | -4 | |
Recency | 62 | -38 | |
Output Capacity | 75 | +1 | |
| Overall Result | 2 wins | of 6 | 4 wins |
Score History
42.1
current score
Grok 4.1 Fast
right now
78
current score
OpenAI
xAI
GPT-4.1 Nano saves you $15.00/month
That's $180.00/year compared to Grok 4.1 Fast at your current usage level of 100K calls/month.
| Metric | GPT-4.1 Nano | Grok 4.1 Fast | Winner |
|---|---|---|---|
| Overall Score | 42 | 78 | Grok 4.1 Fast |
| Rank | #181 | #52 | Grok 4.1 Fast |
| Quality Rank | #181 | #52 | Grok 4.1 Fast |
| Adoption Rank | #181 | #52 | Grok 4.1 Fast |
| Parameters | -- | -- | -- |
| Context Window | 1048K | 2000K | Grok 4.1 Fast |
| Pricing | $0.10/$0.40/M | $0.20/$0.50/M | -- |
| Signal Scores | |||
| Capabilities | 83 | 100 | Grok 4.1 Fast |
| Benchmarks | 44 | 76 | Grok 4.1 Fast |
| Pricing | 100 | 100 | GPT-4.1 Nano |
| Context window size | 96 | 100 | Grok 4.1 Fast |
| Recency | 62 | 100 | Grok 4.1 Fast |
| Output Capacity | 75 | 75 | GPT-4.1 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 42/100 (rank #181), placing it in the top 38% of all 290 models tracked.
Scores 78/100 (rank #52), placing it in the top 82% of all 290 models tracked.
Grok 4.1 Fast has a 36-point advantage, which typically translates to noticeably stronger performance on complex reasoning, code generation, and multi-step tasks.
Grok 4.1 Fast offers 29% better value per quality point. At 1M tokens/day, you'd spend $7.50/month with GPT-4.1 Nano vs $10.50/month with Grok 4.1 Fast - a $3.00 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. GPT-4.1 Nano also offers lower per-token costs for high-volume support
Long document analysis
Larger context window (2000K tokens) can process longer documents, contracts, and research papers in a single pass
Batch data extraction
Lower output pricing ($0.40/M) reduces costs when processing thousands of records daily
Creative writing & content
Higher overall composite score (78/100) 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
Grok 4.1 Fast clearly outperforms GPT-4.1 Nano with a significant 35.9-point lead. For most general use cases, Grok 4.1 Fast is the stronger choice. However, GPT-4.1 Nano may still excel in niche scenarios.
Best for Quality
GPT-4.1 Nano
Marginally better benchmark scores; both are excellent
Best for Cost
GPT-4.1 Nano
29% lower pricing; better value at scale
Best for Reliability
GPT-4.1 Nano
Higher uptime and faster response speeds
Best for Prototyping
GPT-4.1 Nano
Stronger community support and better developer experience
Best for Production
GPT-4.1 Nano
Wider enterprise adoption and proven at scale
by OpenAI
| Capability | GPT-4.1 Nano | Grok 4.1 Fast |
|---|---|---|
| Vision (Image Input) | ||
| Function Calling | ||
| Streaming | ||
| JSON Mode | ||
| Reasoningdiffers | ||
| Web Search | ||
| Image Output |
OpenAI
xAI
GPT-4.1 Nano saves you $0.3000/month
That's 31% cheaper than Grok 4.1 Fast 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 | GPT-4.1 Nano | Grok 4.1 Fast |
|---|---|---|
| Context Window | 1.0M | 2M |
| Max Output Tokens | 32,768 | 30,000 |
| Open Source | No | No |
| Created | Apr 14, 2025 | Nov 19, 2025 |