xAI · Frontier
Grok 4.7
Grok 4.7 is SpaceXAI's flagship reasoning model for coding, long-running agentic tasks, and knowledge work. It supports text, image, and file inputs with tool calling and structured outputs. Reasoning is always active, and requests above 200k input tokens use higher long-context rates. Content policy rejections can still be charged: SpaceXAI may pass through a $0.05 moderation-failure fee, or a $0.055 usage-guidelines violation fee, depending on which rejection upstream returns.
- Reasoning
- Tools
- Vision
- Structured output
- Input
- Text, Images
- Output
- Text
- Reasoning effort
- low · medium · high · xhigh
- Discovery tier
- Frontier
Pricing
USD per 1M tokens- Input
- $2.00
- Output
- $6.00
- Cache read
- $0.50
Reference prices as published by the model provider. API example
Specifications
- Context window
- 500K
- Max output
- —
- Average output (7 days)
- 1.3K tokens
- Longer than 80% of 473 models
Side by side
Grok 4.7 compared
Specifications, prices, speed and benchmark scores next to each other. Benchmarks below show every compared model too.
| Grok 4.7xAIThis model | Claude Sonnet 5.5AnthropicRemove | |
|---|---|---|
| Provider | xAI | Anthropic |
| Discovery tier | Frontier | Frontier |
| Added | Sep 21, 2026 | Sep 28, 2026 |
| Limits | ||
| Context window | 500K | 1MBest |
| Max output | — | 128K |
| Average output | 1.3K tokens | 523 tokens |
| Pricing, USD per 1M tokens | ||
| Input | $2.00 | $2.00 |
| Output | $6.00Best | $10.00 |
| Cache read | $0.50 | $0.10Best |
| Cache write | — | $2.50 |
| Performance | ||
| Throughput | 238.7 tok/s | 269.5 tok/sBest |
| Time to first token | 3.9 sBest | 4.9 s |
| Request success (24h) | 99.9%Best | 99.8% |
| Benchmark indexes | ||
| Intelligence Index | 46.3 | 46.8Best |
| Capabilities | ||
| Reasoning | Yes | Yes |
| Tools | Yes | Yes |
| Vision | Yes | Yes |
| Structured output | Yes | Yes |
| PDF input | No | Yes |
| Reasoning effort | low, medium, high, xhigh | low, medium, high |
Public evaluations
Benchmarks
Independent evaluation results, with how each score ranks among the models in the Noumen catalog.
- Grok 4.7
- Claude Sonnet 5.5
Intelligence Index
- Grok 4.746.3
- Claude Sonnet 5.546.8
Grok 4.7 tested at high reasoning effort
Grok 4.7: Better than 92% of 326 scored models
Agentic work
AutomationBench-AA
Workflow automation, penalized for guardrail violations
- Grok 4.7: 63.5%Top
- Claude Sonnet 5.5: 59.4%
AutomationBench-AA tasks completed
Workflows finished end to end without a guardrail violation
- Grok 4.7: 37.7%Top
- Claude Sonnet 5.5: 29.4%
AA-Briefcasev1.1
Agentic knowledge work, rated head to head
- Grok 4.7: 1,630 Elo
- Claude Sonnet 5.5: 1,635 EloTop
GDPval-AAv2.1
Economically valuable occupational tasks, rated head to head
- Grok 4.7: 1,707 EloTop
- Claude Sonnet 5.5: 1,548 Elo
Document reasoning
GDP.pdf
Professional reasoning over PDF documents, all-pass rate
- Grok 4.7: 23.2%
- Claude Sonnet 5.5: 25.2%Top
AA-LCRv1.1
Reasoning across long documents
- Grok 4.7: 77.0%
- Claude Sonnet 5.5: 78.0%Top
MLCR-AA
Long-context reasoning over medical records
- Grok 4.7: 18.9%Top
- Claude Sonnet 5.5: 18.9%Top
Reasoning and knowledge
Humanity’s Last Exam
Expert-level questions across academic fields
- Grok 4.7: 42.3%
- Claude Sonnet 5.5: 45.8%Top
Coding
Terminal-Benchv4.0
Practical software engineering in a terminal
- Grok 4.7: 24.7%
- Claude Sonnet 5.5: 43.9%Top
SciCode
Scientific computing in Python
- Grok 4.7: 57.8%Top
- Claude Sonnet 5.5: 53.7%
Legacy evaluations
AA-LCR (unversioned)
Long-context reasoning, earlier grading
- Grok 4.7: 77.0%
- Claude Sonnet 5.5: 78.0%Top
Scores from Artificial Analysis, updated Oct 26, 2026. Grok 4.7 was tested at high reasoning effort; compare scores measured at the same effort.Artificial Analysis
- Grok 4.7
- Claude Sonnet 5.5
| Leaderboard | Grok 4.7 | Claude Sonnet 5.5 |
|---|---|---|
| Roleplay | #14 · 27.5% | Not in top 20 |
| Creative writing | #12 · 32.2% | Not in top 20 |
Ranks among Noumen catalog models on Use cases leaderboards. Only top-20 placements are listed.
- Grok 4.7
- Claude Sonnet 5.5
| Leaderboard | Grok 4.7 | Claude Sonnet 5.5 |
|---|---|---|
| Vision Style Control · Homework | #13 · 1323.6 | Not in top 20 |
| WebDev Overall | #13 · 1637.9 | Not in top 20 |
| WebDev · Image To Webdev | #16 · 1585.5 | Not in top 20 |
| WebDev · Webdev | #13 · 1637.9 | Not in top 20 |
| WebDev · Webdev-html | #16 · 1624.8 | Not in top 20 |
| WebDev · Webdev-react | #12 · 1664.6 | Not in top 20 |
Ranks among Noumen catalog models on LMArena leaderboards. Only top-20 placements are listed.LMArena
- Grok 4.7
- Claude Sonnet 5.5
| Leaderboard | Grok 4.7 | Claude Sonnet 5.5 |
|---|---|---|
| FrontierCode Main | #10 · 47.6% | #5 · 52.1% |
| FrontierCode Extended | #13 · 59.4% | #4 · 64.4% |
Ranks among Noumen catalog models on FrontierCode leaderboards. Only top-20 placements are listed.FrontierCode
- Grok 4.7
- Claude Sonnet 5.5
| Leaderboard | Grok 4.7 | Claude Sonnet 5.5 |
|---|---|---|
| FrontierMath v2 (Tiers 1–3) | #10 · 53.0% | Not in top 20 |
| GPQA Diamond | #5 · 92.7% | Not in top 20 |
| Epoch Capabilities Index | Not in top 20 | #6 · 166.2 |
Ranks among Noumen catalog models on Epoch AI leaderboards. Only top-20 placements are listed.Epoch AI
- Grok 4.7
- Claude Sonnet 5.5
| Leaderboard | Grok 4.7 | Claude Sonnet 5.5 |
|---|---|---|
| ARC-AGI-3 (Default harness) | #9 · 1.8% | Not in top 20 |
| ARC-AGI-1 | Not in top 20 | #11 · 96.5% |
Ranks among Noumen catalog models on ARC Prize leaderboards. Only top-20 placements are listed.ARC Prize
- Grok 4.7
- Claude Sonnet 5.5
| Leaderboard | Grok 4.7 | Claude Sonnet 5.5 |
|---|---|---|
| Creative Writing v3 | #8 · 2012 | Not in top 20 |
| Longform Writing | #5 · 83.0 | Not in top 20 |
Ranks among Noumen catalog models on EQ-Bench leaderboards. Only top-20 placements are listed.EQ-Bench
- Grok 4.7
- Claude Sonnet 5.5
| Leaderboard | Grok 4.7 | Claude Sonnet 5.5 |
|---|---|---|
| Game Development | #17 · 1315 | #3 · 1415 |
| Website | Not in top 20 | #7 · 1322 |
| UI Component | Not in top 20 | #5 · 1372 |
| Data Visualization | Not in top 20 | #2 · 1387 |
| 3D | Not in top 20 | #6 · 1399 |
| Web Apps | Not in top 20 | #5 · 1305 |
| Mobile Apps | Not in top 20 | #3 · 1280 |
Ranks among Noumen catalog models on Design Arena leaderboards. Only top-20 placements are listed.Design Arena
- Grok 4.7
- Claude Sonnet 5.5
| Leaderboard | Grok 4.7 | Claude Sonnet 5.5 |
|---|---|---|
| Combined | Not in top 20 | #7 · 21.7% |
Ranks among Noumen catalog models on Combined leaderboards. Only top-20 placements are listed.
- Grok 4.7
- Claude Sonnet 5.5
| Leaderboard | Grok 4.7 | Claude Sonnet 5.5 |
|---|---|---|
| Usage Share | Not in top 20 | #10 · 2.1% |
Ranks among Noumen catalog models on Usage leaderboards. Only top-20 placements are listed.
Live routing data
Performance and reliability
Recent averages across requests routed for this model. Your own speed depends on prompt length, reasoning effort and load.
- Throughput
- 238.7 tok/s
- Faster than 89% of 257 models
- Time to first token
- 3.9 s
- Quicker than 40% of 257 models
- Prompt cache hits
- 18.6%
- About $1.72 per 1M input tokens with caching
- Request success (24h)
- 99.9%
- Reliable
Cache hits are the share of input tokens recently served from a prompt cache across all requests. They are not a forecast of your own hit rate.
- Healthy (98% or more)
- Degraded (90–98%)
- Down (under 90%)
- No requests
Developers
Use it through the API
Noumen’s API is OpenAI-compatible: any Chat Completions client works with a base URL and a key.
curl https://www.noumen.xyz/api/v1/chat/completions \
-H "Authorization: Bearer $NOUMEN_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"model": "x-ai/grok-4.7",
"reasoning_effort": "medium",
"messages": [{ "role": "user", "content": "Explain this stack trace." }]
}'import os
from openai import OpenAI
client = OpenAI(base_url="https://www.noumen.xyz/api/v1", api_key=os.environ["NOUMEN_API_KEY"])
reply = client.chat.completions.create(
model="x-ai/grok-4.7",
messages=[{"role": "user", "content": "Explain this stack trace."}],
)
print(reply.choices[0].message.content)xAI
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