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Every score has a dated snapshot.

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  3. Claude 3.7 Sonnet vs Claude Opus 4

Pairwise benchmark snapshot · Aug 1, 2026

Claude 3.7 Sonnet vs Claude Opus 4 benchmark

In this head-to-head showdown, Claude Opus 4 delivers higher overall intelligence and human-preferred responses (Elo 1,490 vs 1,362), while Claude Opus 4 leads in SWE-bench software engineering benchmarks (72.5%), while Claude 3.7 Sonnet is more budget-friendly at $15/1M per 1M output tokens. Review the complete breakdown below to determine which model best fits your performance and budget requirements.

Executive Comparison Verdict

Bottom Line: Choose Claude Opus 4 if your priority is peak reasoning, complex code generation, and top preference Elo. Choose Claude 3.7 Sonnet if you are optimizing for low latency, high throughput, and cost-efficient API deployment.
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Verified Head-to-Head Advantage Breakdown

8 direct benchmark disciplines evaluated across capability, speed, and cost

Claude 3.7 Sonnet (4)Claude Opus 4 (4)
Claude 3.7 Sonnet
4 of 8 Wins
✓Time to first token✓Output speed✓Input price✓Output price
Claude Opus 4
4 of 8 Wins
✓Preference Elo✓LiveBench✓SWE-bench✓GPQA Diamond
Anthropic
Leads 4 of 8 metrics
Claude 3.7 Sonnet

Hybrid-reasoning Sonnet from 2025. Kept for historical compare pages.

Elo 1,362$15/1M out
Anthropic
Leads 4 of 8 metrics
Claude Opus 4

First Claude 4 Opus generation. Baseline for opus 4 vs opus 5.

Elo 1,490$75/1M out

Claude 3.7 Sonnet Thinking Depth & Cost Scaler

Model A

Simulate accuracy gains vs added response time & token cost

Mode: Medium (16k budget)

Reasoning models “think before answering” by generating internal reasoning tokens. Higher effort improves math, coding, and logic accuracy, but increases response delay and token costs.

Thinking Delay
240 ms
Standard speed
Reasoning Depth
~3,200
Internal tokens
Cost / 1k Calls
$54.00
9.0× standard bill
Accuracy Boost
+5.2% accuracy
STEM & SWE-bench
Top Rival Showdowns for Claude 3.7 Sonnet
All Matchups
Compare vs:vs GPT-5vs Gemini 3 Provs Grok 4.6vs DeepSeek V4 Provs Qwen 3 Max
Preference LeaderClaude Opus 4 Wins

Claude Opus 4

Δ 128 Arena Elo pts

Throughput LeaderClaude 3.7 Sonnet Wins

Claude 3.7 Sonnet

85 tok/s

Value per Dollar LeaderClaude 3.7 Sonnet Wins

Claude 3.7 Sonnet

$15 / 1M output

Capability Percentiles

Relative percentile scores computed across all active models in the benchmark catalog.

Multi-Dimensional Capability Radar

Leaders Matchup Capability Radar

Comparing top Western standard models with China's leading frontier rival across 6 skill dimensions. Tap any spoke or dot to inspect.

Tap any node to inspect
Percentile 0–100
Head-to-Head Comparison

Overall Matchup Breakdown

Category wins across reasoning intelligence, generation speed, and token cost.

Claude 3.7 Sonnet (4)vsClaude Opus 4 (5)
Claude 3.7 Sonnet: 4W (44%)Overall: Claude Opus 4Claude Opus 4: 5W (56%)
← Claude 3.7 Sonnet1 tiesClaude Opus 4 →
🏆Claude Opus 4(5/5)

Intelligence & Reasoning

Preference Elo, Coding proficiency, SWE-bench & LiveBench accuracy

Benchmark
Claude 3.7 SonnetvsClaude Opus 4
Preference Elo
1,362vs1,490+128
Coding Elo
—vs1,502
SWE-bench
70.3%vs72.5%+2.2%
LiveBench
58.4%vs66.8%+8.4%
GPQA Diamond
78.5%vs80.4%+1.9%
Claude 3.7 Sonnet: 0WClaude Opus 4: 5W
🏆Claude 3.7 Sonnet(2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Benchmark
Claude 3.7 SonnetvsClaude Opus 4
Output speed
85 tok/svs58 tok/s+27 tok/s
Time to first token
240 msvs390 ms+150 ms
Claude 3.7 Sonnet: 2WClaude Opus 4: 0W
🏆Claude 3.7 Sonnet(2/3)

Pricing & Capacity

Cost per million tokens and max context window length

Benchmark
Claude 3.7 SonnetvsClaude Opus 4
Output price
$15/1Mvs$75/1M+$60/1M
Input price
$3/1Mvs$15/1M+$12/1M
Context window
200kvs200k
Claude 3.7 Sonnet: 2WClaude Opus 4: 0W

Side-by-Side Benchmark Matrix

Preference Elo+128
Claude 3.7 Sonnet1,362
seed-bootstrap · Aug 1, 2026
Claude Opus 41,490
seed-bootstrap · Aug 1, 2026
Coding Elo
Claude 3.7 Sonnet—
Claude Opus 41,502
seed-bootstrap · Aug 1, 2026
LiveBench+8.4%
Claude 3.7 Sonnet58.4%
seed-bootstrap · Aug 1, 2026
Claude Opus 466.8%
seed-bootstrap · Aug 1, 2026
SWE-bench+2.2%
Claude 3.7 Sonnet70.3%
seed-bootstrap · Aug 1, 2026
Claude Opus 472.5%
seed-bootstrap · Aug 1, 2026
GPQA Diamond+1.9%
Claude 3.7 Sonnet78.5%
seed-bootstrap · Aug 1, 2026
Claude Opus 480.4%
seed-bootstrap · Aug 1, 2026
Time to first token+150 ms
Claude 3.7 Sonnet240 ms
seed-bootstrap · Aug 1, 2026
Claude Opus 4390 ms
seed-bootstrap · Aug 1, 2026
Output speed+27 tok/s
Claude 3.7 Sonnet85 tok/s
seed-bootstrap · Aug 1, 2026
Claude Opus 458 tok/s
seed-bootstrap · Aug 1, 2026
Input price+$12/1M
Claude 3.7 Sonnet$3/1M
seed-bootstrap · Aug 1, 2026
Claude Opus 4$15/1M
seed-bootstrap · Aug 1, 2026
Output price+$60/1M
Claude 3.7 Sonnet$15/1M
seed-bootstrap · Aug 1, 2026
Claude Opus 4$75/1M
seed-bootstrap · Aug 1, 2026
Context window
Claude 3.7 Sonnet200k
seed-bootstrap · Aug 1, 2026
Claude Opus 4200k
seed-bootstrap · Aug 1, 2026
BenchmarkClaude 3.7 SonnetClaude Opus 4Advantage Delta
Preference Elo
1,362
seed-bootstrap · Aug 1, 2026
1,490
seed-bootstrap · Aug 1, 2026
+128
Coding Elo—
1,502
seed-bootstrap · Aug 1, 2026
—
LiveBench
58.4%
seed-bootstrap · Aug 1, 2026
66.8%
seed-bootstrap · Aug 1, 2026
+8.4%
SWE-bench
70.3%
seed-bootstrap · Aug 1, 2026
72.5%
seed-bootstrap · Aug 1, 2026
+2.2%
GPQA Diamond
78.5%
seed-bootstrap · Aug 1, 2026
80.4%
seed-bootstrap · Aug 1, 2026
+1.9%
Time to first token
240 ms
seed-bootstrap · Aug 1, 2026
390 ms
seed-bootstrap · Aug 1, 2026
+150 ms
Output speed
85 tok/s
seed-bootstrap · Aug 1, 2026
58 tok/s
seed-bootstrap · Aug 1, 2026
+27 tok/s
Input price
$3/1M
seed-bootstrap · Aug 1, 2026
$15/1M
seed-bootstrap · Aug 1, 2026
+$12/1M
Output price
$15/1M
seed-bootstrap · Aug 1, 2026
$75/1M
seed-bootstrap · Aug 1, 2026
+$60/1M
Context window
200k
seed-bootstrap · Aug 1, 2026
200k
seed-bootstrap · Aug 1, 2026
—
Interactive Simulator (USD)

Workload Cost & Savings Calculator

Simulate monthly production API costs in USD (US Dollar).

Save up to 80% with Claude 3.7 Sonnet
Monthly Volume50M tokens/mo
Quick Presets:
Token Ratio (In vs Out)70% In / 30% Out
RAG / Search (10% out)Coding / Chat (50% out)
Claude 3.7 Sonnet$330.00 / mo
In: $105Out: $225
Claude Opus 4$1,650.00 / mo
In: $525Out: $1,125
Estimated Cost Delta

Claude 3.7 Sonnet is estimated to save $1,320.00/month ($15,840/year).

Based on 50M tokens (30% gen)

Key Selection Recommendations

  • 1
    Claude Opus 4:Pick Claude Opus 4 when repo-level coding accuracy is the constraint.
  • 2
    Claude 3.7 Sonnet:Pick Claude 3.7 Sonnet when you are optimizing output cost.
  • 3
    Claude 3.7 Sonnet:Pick Claude 3.7 Sonnet when time-to-first-token matters more than peak Elo.

Recommended Workload Routing

Repo / coding agentsClaude Opus 4

Higher SWE-bench (72.5%).

High-volume chatClaude 3.7 Sonnet

Lower output list price ($15/1M).

Voice / low-latency UIClaude 3.7 Sonnet

Lower TTFT (240 ms).

Long-document RAGClaude 3.7 Sonnet

Larger window (200k).

Screenshots / visionClaude Opus 4

Both accept images. Defaulting to the higher-Elo side (Claude Opus 4).

Target WorkloadRecommended PickEvaluation Rationale
Repo / coding agentsClaude Opus 4Higher SWE-bench (72.5%).
High-volume chatClaude 3.7 SonnetLower output list price ($15/1M).
Voice / low-latency UIClaude 3.7 SonnetLower TTFT (240 ms).
Long-document RAGClaude 3.7 SonnetLarger window (200k).
Screenshots / visionClaude Opus 4Both accept images. Defaulting to the higher-Elo side (Claude Opus 4).

Related Editorial Dispatches & Benchmark Notes

View all news
newsFeb 25, 2025

Claude 3.7 Sonnet stays as a historical hybrid-reasoning baseline

2025 hybrid-reasoning Sonnet. Deprecated for buying, kept for old compare URLs and “what did 3.7 score?”

Community Sentiment

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CompareLLM AI Matrix

Verified Head-to-Head Telemetry

LIVE BENCHMARK
VS
Anthropic

Claude 3.7 Sonnet

Elo 1,362
SWE-bench70.3%
Speed (tok/s)85 tok/s
Input / 1M Tokens$3/1M
Output / 1M Tokens$15/1M
Anthropic

Claude Opus 4

Elo 1,490
SWE-bench72.5%
Speed (tok/s)58 tok/s
Input / 1M Tokens$15/1M
Output / 1M Tokens$75/1M

Frequently Asked Questions

Which is better overall, Claude 3.7 Sonnet or Claude Opus 4?
Claude Opus 4 has the higher preference Elo in our latest snapshot (1,490). “Better” still depends on coding, price, and latency — see the table.
Which is better at coding, Claude 3.7 Sonnet or Claude Opus 4?
Claude Opus 4 leads SWE-bench at 72.5% vs 70.3%. SWE-bench is one harness, not your repo.
Which is cheaper to run in production?
Claude 3.7 Sonnet output tokens are $15/1M versus $75/1M. Input prices and retry rates still move the real bill.
Which is faster, Claude 3.7 Sonnet or Claude Opus 4?
Claude 3.7 Sonnet has the lower time-to-first-token (240 ms vs 390 ms). Tokens/sec is a separate column if you care about long completions.
Which has the larger context window?
Claude 3.7 Sonnet accepts 200k tokens versus 200k.
Can I self-host either model?
Neither model is marked open-weights here. You are comparing hosted APIs.
Are these scores from CompareLLM’s own evals?
No. V1 aggregates public leaderboards (and optional first-party latency pings). Each cell names its source and date. Read /methodology.
What does preference Elo mean on this page?
Preference Elo is a crowd vote from LMArena / Arena. People see two hidden answers and pick the one they like more. The model that wins more often gets a higher Elo. That means people preferred it — not that it passed a school test. It is not SWE-bench, not accuracy, and not a number we invent. Claude 3.7 Sonnet and Claude Opus 4 Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.

Related news

  • news · Feb 25, 2025

    Claude 3.7 Sonnet stays as a historical hybrid-reasoning baseline

Similar Head-to-Head Comparisons

All Claude 3.7 Sonnet matchups →|All Claude Opus 4 matchups →
Claude 3.7 Sonnet vs Claude 3.5 Sonnet (previous sonnet)Claude 3.7 Sonnet vs Claude Sonnet 4 (next sonnet)Claude Opus 4 vs Claude 3 Opus (previous opus)Claude Opus 4 vs Claude Opus 4.5 (next opus)Claude Opus 4.6 vs Claude Opus 4Claude Sonnet 4.5 vs Claude Opus 4