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Claude Opus 4.7 vs Grok 4.20

Claude Opus 4.7

Anthropic

95#7
vs
Grok 4.20

xAI

89#29
Signal-by-Signal Comparison
SignalClaude Opus 4.7DeltaGrok 4.20
Capabilities
100
--
100
Benchmarks
93
+7
86
Pricing
75
-22
98
Context window size
95
-5
100
Recency
100
--
100
Output Capacity
85
+65
20
Overall Result
2 wins
of 6
2 wins
It's a tie - both models win 2 signals each

Score History

Score History (18 data points)
Claude Opus 4.7Grok 4.20
Claude Opus 4.7

95.1

current score

Leader

Claude Opus 4.7

right now

Grok 4.20

88.8

current score

LMMarketCap.com
Interactive Price Comparison
100Kcalls/month
1,000tokens (~1,333 chars)
500tokens (~667 chars)

Claude Opus 4.7

Anthropic

Per request$0.017500
Daily$58.33
Monthly$1750.00
Annual$21000.00

Grok 4.20

xAI

Best Value
Per request$0.002500
Daily$8.33
Monthly$250.00
Annual$3000.00

Grok 4.20 saves you $1500.00/month

That's $18000.00/year compared to Claude Opus 4.7 at your current usage level of 100K calls/month.

86% cheaper
Choose Grok 4.20 for cost optimization

Claude Opus 4.7 pricing:
Input:$5.00/M tokens
Output:$25.00/M tokens
Grok 4.20 pricing:
Input:$1.25/M tokens
Output:$2.50/M tokens
Winner
Claude Opus 4.7

Anthropic

95

Composite Score

Grok 4.20

xAI

89

Composite Score

Signal-by-Signal Comparison
MetricClaude Opus 4.7Grok 4.20Winner
Overall Score
95
89
Claude Opus 4.7
Rank#7#29
Claude Opus 4.7
Quality Rank#7#29
Claude Opus 4.7
Adoption Rank#7#29
Claude Opus 4.7
Parameters------
Context Window1000K2000K
Grok 4.20
Pricing$5.00/$25.00/M$1.25/$2.50/M--
Signal Scores
Capabilities
100
100
Claude Opus 4.7
Benchmarks
93
86
Claude Opus 4.7
Pricing
75
98
Grok 4.20
Context window size
95
100
Grok 4.20
Recency
100
100
Claude Opus 4.7
Output Capacity
85
20
Claude Opus 4.7
Benchmark Head-to-Head(12 benchmarks)
Claude Opus: 3Grok 4.20: 0
Claude Opus
Grok 4.20
Normalized 0-100%
MMLU
-91.5%
MMLU-Pro
-83.5%
GPQA Diamond
94.2%82%
MATH-500
-95%
HumanEval
-95.5%
SWE-bench Verified
87.6%70%
AIME 2024
-88%
IFEval
-91%
BBH
-90%
Arena Elo
14911462
LiveBench
-73%
HLE
46.9%-
Benchmark Interpretation

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.

Claude Opus 4.7Elite Tier

Scores 95/100 (rank #7), placing it in the top 98% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100
Grok 4.20Elite Tier

Scores 89/100 (rank #29), placing it in the top 90% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100

Claude Opus 4.7 has a 6-point advantage, which typically translates to noticeably better performance on complex reasoning, code generation, and multi-step tasks.

When to Use Each Model

Choose Claude Opus 4.7 when you need:

  • Step-by-step reasoning and chain-of-thought problem solving

Choose Grok 4.20 when you need:

  • High-volume production workloads where API costs must be minimized
  • Processing long documents or large codebases (2000K token context)
  • Step-by-step reasoning and chain-of-thought problem solving
Cost-Performance Analysis
Claude Opus 4.7
Input cost$5.00/M tokens
Output cost$25.00/M tokens
Cost per quality point$0.315
Est. monthly (1M tokens/day)$450.00
Grok 4.20Best Value
Input cost$1.25/M tokens
Output cost$2.50/M tokens
Cost per quality point$0.042
Est. monthly (1M tokens/day)$56.25

Grok 4.20 offers 88% better value per quality point. At 1M tokens/day, you'd spend $56.25/month with Grok 4.20 vs $450.00/month with Claude Opus 4.7 - a $393.75 monthly difference.

Latency & Speed
Claude Opus 4.7Faster
Speed score0/100
Grok 4.20
Speed score0/100

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.

Example Use Cases

Code generation & review

Based on overall model capabilities and architecture for coding tasks like generating functions, debugging, and refactoring

Claude Opus 4.7

Customer support chatbot

Suitable for user-facing chat with competitive response times. Grok 4.20 also offers lower per-token costs for high-volume support

Claude Opus 4.7

Long document analysis

Larger context window (2000K tokens) can process longer documents, contracts, and research papers in a single pass

Grok 4.20

Batch data extraction

Lower output pricing ($2.50/M) reduces costs when processing thousands of records daily

Grok 4.20

Creative writing & content

Higher overall composite score (95/100) correlates with better nuance, coherence, and style in long-form content

Claude Opus 4.7

Image understanding & OCR

Supports vision input - can analyze screenshots, diagrams, photos, and scanned documents directly

Claude Opus 4.7
Which Should You Choose?
Our recommendation:
Claude Opus 4.7

Claude Opus 4.7 has a moderate advantage with a 6.299999999999997-point lead in composite score. It wins on more signal dimensions, but Grok 4.20 has specific strengths that could make it the better choice for certain workflows.

Claude Opus 4.7
Recommended

by Anthropic

  • Choose for Quality - Marginally better benchmark scores; both are excellent
  • 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

by xAI

  • Choose for Cost - 88% lower pricing; better value at scale
Capability Comparison
CapabilityClaude Opus 4.7Grok 4.20
Vision (Image Input)
Function Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Output
Monthly Cost Calculator
1,000tokens (600 in / 400 out)
100requests/day (3,000/month)

Claude Opus 4.7

Anthropic

$39.00
estimated monthly cost

Grok 4.20

xAI

Best Value
$5.25
estimated monthly cost

Grok 4.20 saves you $33.75/month

That's 87% cheaper than Claude Opus 4.7 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.

Parameters & Context
ParameterClaude Opus 4.7Grok 4.20
Context Window1M2M
Max Output Tokens128,000--
Open SourceNoNo
CreatedApr 16, 2026Mar 31, 2026
Frequently Asked Questions

Grok 4.20's 74/100 score combined with its 2M token context window makes it particularly strong for large codebase refactoring and multi-file analysis tasks where Claude Opus 4.7's 1M token limit would require chunking. The performance gap is most pronounced in tasks requiring full repository context - Grok maintains its accuracy across 2x more code context while costing 4.2x less per output token ($6/M vs $25/M).

Claude Opus 4.7's 128K max output tokens provides a significant advantage for code generation tasks requiring extensive boilerplate or documentation generation, where Grok 4.20's unspecified output limit could be a bottleneck. Additionally, Anthropic's established enterprise support and Claude's reputation for safer outputs may justify the $25/M output pricing for regulated industries despite the 66/100 score.

Continuous integration pipelines and automated code review systems see 60% input cost savings with Grok 4.20, which becomes critical when processing thousands of pull requests daily. With both models supporting identical capabilities (Vision, Function Calling, JSON Mode), the 2.5x input price difference means teams can afford to analyze 2.5x more code commits for the same budget while getting better performance (74 vs 66 score).

Grok 4.20's native file handling (text+image+file->text) eliminates preprocessing overhead for direct repository uploads, while Claude Opus 4.7 requires file content extraction before processing. This architectural difference, combined with Grok's 2M token window, means developers can upload entire compressed project archives directly, though both achieve similar end results with their identical capability sets.

Migration makes financial sense for teams spending over $10K/month on Claude Opus 4.7, as Grok 4.20 delivers 12% better performance (74 vs 66 score) at 76% lower costs. However, teams heavily reliant on Claude's 128K token output guarantee should benchmark their specific use cases, as Grok 4.20's unspecified output limit could require architectural changes to handle response chunking.

Last updated: 1m ago

相关对比

Claude Opus 4.7 vs Grok 4.20 (2026) | LM Market Cap