| Signal | Grok Code Fast 1 | Delta | R1 Distill Llama 70B |
|---|---|---|---|
Capabilities | 83 | +33 | |
Pricing | 99 | -1 | |
Context window size | 86 | +5 | |
Recency | 86 | +39 | |
Output Capacity | 67 | -3 | |
Benchmarks | 0 | -40 | |
| Overall Result | 3 wins | of 6 | 3 wins |
Score History
40
current score
R1 Distill Llama 70B
right now
42.4
current score
xAI
DeepSeek
Grok Code Fast 1 saves you $15.00/month
That's $180.00/year compared to R1 Distill Llama 70B at your current usage level of 100K calls/month.
| Metric | Grok Code Fast 1 | R1 Distill Llama 70B | Winner |
|---|---|---|---|
| Overall Score | 40 | 42 | R1 Distill Llama 70B |
| Rank | #257 | #180 | R1 Distill Llama 70B |
| Quality Rank | #257 | #180 | R1 Distill Llama 70B |
| Adoption Rank | #257 | #180 | R1 Distill Llama 70B |
| Parameters | -- | 70B | -- |
| Context Window | 256K | 131K | Grok Code Fast 1 |
| Pricing | $0.20/$1.50/M | $0.70/$0.80/M | -- |
| Signal Scores | |||
| Capabilities | 83 | 50 | Grok Code Fast 1 |
| Pricing | 99 | 99 | R1 Distill Llama 70B |
| Context window size | 86 | 81 | Grok Code Fast 1 |
| Recency | 86 | 47 | Grok Code Fast 1 |
| Output Capacity | 67 | 70 | R1 Distill Llama 70B |
| Benchmarks | -- | 40 | R1 Distill Llama 70B |
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 #257), placing it in the top 12% of all 290 models tracked.
Scores 42/100 (rank #180), placing it in the top 38% of all 290 models tracked.
With only a 2-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.
R1 Distill Llama 70B offers 12% better value per quality point. At 1M tokens/day, you'd spend $22.50/month with R1 Distill Llama 70B vs $25.50/month with Grok Code Fast 1 - 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. R1 Distill Llama 70B also offers lower per-token costs for high-volume support
Long document analysis
Larger context window (256K tokens) can process longer documents, contracts, and research papers in a single pass
Batch data extraction
Lower output pricing ($0.80/M) reduces costs when processing thousands of records daily
Creative writing & content
Higher overall composite score (42/100) correlates with better nuance, coherence, and style in long-form content
Grok Code Fast 1 and R1 Distill Llama 70B are extremely close in overall performance (only 2.3999999999999986 points apart). Your best choice depends entirely on which specific strengths matter most for your use case.
Best for Quality
Grok Code Fast 1
Marginally better benchmark scores; both are excellent
Best for Cost
R1 Distill Llama 70B
12% lower pricing; better value at scale
Best for Reliability
Grok Code Fast 1
Higher uptime and faster response speeds
Best for Prototyping
Grok Code Fast 1
Stronger community support and better developer experience
Best for Production
Grok Code Fast 1
Wider enterprise adoption and proven at scale
by xAI
by DeepSeek
| Capability | Grok Code Fast 1 | R1 Distill Llama 70B |
|---|---|---|
| Vision (Image Input) | ||
| Function Callingdiffers | ||
| Streaming | ||
| JSON Mode | ||
| Reasoning | ||
| Web Searchdiffers | ||
| Image Output |
xAI
DeepSeek
Grok Code Fast 1 saves you $0.0600/month
That's 3% cheaper than R1 Distill Llama 70B 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 | Grok Code Fast 1 | R1 Distill Llama 70B |
|---|---|---|
| Context Window | 256K | 131K |
| Max Output Tokens | 10,000 | 16,384 |
| Open Source | No | Yes |
| Created | Aug 26, 2025 | Jan 23, 2025 |