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© 2026 CompareLLM. Public benchmark data aggregated from Arena Elo, LiveBench, SWE-bench & OpenRouter.

Every score has a dated snapshot.

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  2. Comparisons
  3. Claude Sonnet 5 vs GPT-5.6 Sol

Pairwise benchmark snapshot · Aug 16, 2026

Claude Sonnet 5 vs GPT-5.6 Sol benchmark

In this head-to-head showdown, GPT-5.6 Sol delivers higher overall intelligence and human-preferred responses (Elo 1,608 vs 1,556), while GPT-5.6 Sol leads in SWE-bench software engineering benchmarks (77.6%), while Claude Sonnet 5 is more budget-friendly at $10/1M 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 GPT-5.6 Sol if your priority is peak reasoning, complex code generation, and top preference Elo. Choose Claude Sonnet 5 if you are optimizing for low latency, high throughput, and cost-efficient API deployment.
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Verified Head-to-Head Advantage Breakdown

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

Claude Sonnet 5 (4)GPT-5.6 Sol (5)
Claude Sonnet 5
4 of 9 Wins
✓Time to first token✓Output speed✓Input price✓Output price
GPT-5.6 Sol
5 of 9 Wins
✓Preference Elo✓Coding Elo✓LiveBench✓SWE-bench✓GPQA Diamond
Anthropic
Leads 4 of 9 metrics
Claude Sonnet 5

Anthropic workhorse. Official $2/$10 per 1M tokens made permanent on Aug 10 2026.

Sonnet 5Elo 1,556$10/1M out
OpenAI
Leads 5 of 9 metrics
GPT-5.6 Sol

OpenAI 5.6 flagship tier. Official API $5/$30 per 1M tokens (OpenAI pricing, Jul 30 2026 update left Sol unchanged).

Elo 1,608$30/1M out

Claude 5 Series Lineage & Sibling Variants

3 models

Currently comparing Claude Sonnet 5 vs GPT-5.6 Sol. Alternative family tiers available.

Active: Claude Sonnet 5
Claude Opus 5$25Claude Fable 5$50

GPT-5.6 Sol Thinking Depth & Cost Scaler

Model B

Simulate accuracy gains vs added response time & token cost

Mode: Medium (Standard)

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
270 ms
Standard speed
Reasoning Depth
~1,500
Internal tokens
Cost / 1k Calls
$56.50
4.9× standard bill
Accuracy Boost
+4.5% accuracy
STEM & SWE-bench
Top Rival Showdowns for Claude Sonnet 5
All Matchups
Compare vs:vs GPT-5vs Gemini 3 Provs Grok 4.6vs DeepSeek V4 Provs Qwen 3 Max
Preference LeaderGPT-5.6 Sol Wins

GPT-5.6 Sol

Δ 52 Arena Elo pts

Throughput LeaderClaude Sonnet 5 Wins

Claude Sonnet 5

118 tok/s

Value per Dollar LeaderClaude Sonnet 5 Wins

Claude Sonnet 5

$10 / 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 Sonnet 5 (4)vsGPT-5.6 Sol (5)
Claude Sonnet 5: 4W (44%)Overall: GPT-5.6 SolGPT-5.6 Sol: 5W (56%)
← Claude Sonnet 51 tiesGPT-5.6 Sol →
🏆GPT-5.6 Sol(5/5)

Intelligence & Reasoning

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

Benchmark
Claude Sonnet 5vsGPT-5.6 Sol
Preference Elo
1,556vs1,608+52
Coding Elo
1,562vs1,602+40
SWE-bench
73.8%vs77.6%+3.8%
LiveBench
70.4%vs73.9%+3.5%
GPQA Diamond
82.8%vs86.8%+4%
Claude Sonnet 5: 0WGPT-5.6 Sol: 5W
🏆Claude Sonnet 5(2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Benchmark
Claude Sonnet 5vsGPT-5.6 Sol
Output speed
118 tok/svs84 tok/s+34 tok/s
Time to first token
175 msvs270 ms+95 ms
Claude Sonnet 5: 2WGPT-5.6 Sol: 0W
🏆Claude Sonnet 5(2/3)

Pricing & Capacity

Cost per million tokens and max context window length

Benchmark
Claude Sonnet 5vsGPT-5.6 Sol
Output price
$10/1Mvs$30/1M+$20/1M
Input price
$2/1Mvs$5/1M+$3/1M
Context window
1Mvs1M
Claude Sonnet 5: 2WGPT-5.6 Sol: 0W

Side-by-Side Benchmark Matrix

Preference Elo+52
Claude Sonnet 51,556
seed-bootstrap · Aug 16, 2026
GPT-5.6 Sol1,608
seed-bootstrap · Aug 16, 2026
Coding Elo+40
Claude Sonnet 51,562
seed-bootstrap · Aug 16, 2026
GPT-5.6 Sol1,602
seed-bootstrap · Aug 16, 2026
LiveBench+3.5%
Claude Sonnet 570.4%
seed-bootstrap · Aug 16, 2026
GPT-5.6 Sol73.9%
seed-bootstrap · Aug 16, 2026
SWE-bench+3.8%
Claude Sonnet 573.8%
seed-bootstrap · Aug 16, 2026
GPT-5.6 Sol77.6%
seed-bootstrap · Aug 16, 2026
GPQA Diamond+4%
Claude Sonnet 582.8%
seed-bootstrap · Aug 16, 2026
GPT-5.6 Sol86.8%
seed-bootstrap · Aug 16, 2026
Time to first token+95 ms
Claude Sonnet 5175 ms
seed-bootstrap · Aug 16, 2026
GPT-5.6 Sol270 ms
seed-bootstrap · Aug 16, 2026
Output speed+34 tok/s
Claude Sonnet 5118 tok/s
seed-bootstrap · Aug 16, 2026
GPT-5.6 Sol84 tok/s
seed-bootstrap · Aug 16, 2026
Input price+$3/1M
Claude Sonnet 5$2/1M
seed-bootstrap · Aug 16, 2026
GPT-5.6 Sol$5/1M
seed-bootstrap · Aug 16, 2026
Output price+$20/1M
Claude Sonnet 5$10/1M
seed-bootstrap · Aug 16, 2026
GPT-5.6 Sol$30/1M
seed-bootstrap · Aug 16, 2026
Context window
Claude Sonnet 51M
seed-bootstrap · Aug 16, 2026
GPT-5.6 Sol1M
seed-bootstrap · Aug 16, 2026
BenchmarkClaude Sonnet 5GPT-5.6 SolAdvantage Delta
Preference Elo
1,556
seed-bootstrap · Aug 16, 2026
1,608
seed-bootstrap · Aug 16, 2026
+52
Coding Elo
1,562
seed-bootstrap · Aug 16, 2026
1,602
seed-bootstrap · Aug 16, 2026
+40
LiveBench
70.4%
seed-bootstrap · Aug 16, 2026
73.9%
seed-bootstrap · Aug 16, 2026
+3.5%
SWE-bench
73.8%
seed-bootstrap · Aug 16, 2026
77.6%
seed-bootstrap · Aug 16, 2026
+3.8%
GPQA Diamond
82.8%
seed-bootstrap · Aug 16, 2026
86.8%
seed-bootstrap · Aug 16, 2026
+4%
Time to first token
175 ms
seed-bootstrap · Aug 16, 2026
270 ms
seed-bootstrap · Aug 16, 2026
+95 ms
Output speed
118 tok/s
seed-bootstrap · Aug 16, 2026
84 tok/s
seed-bootstrap · Aug 16, 2026
+34 tok/s
Input price
$2/1M
seed-bootstrap · Aug 16, 2026
$5/1M
seed-bootstrap · Aug 16, 2026
+$3/1M
Output price
$10/1M
seed-bootstrap · Aug 16, 2026
$30/1M
seed-bootstrap · Aug 16, 2026
+$20/1M
Context window
1M
seed-bootstrap · Aug 16, 2026
1M
seed-bootstrap · Aug 16, 2026
—
Interactive Simulator (USD)

Workload Cost & Savings Calculator

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

Save up to 65% with Claude Sonnet 5
Monthly Volume50M tokens/mo
Quick Presets:
Token Ratio (In vs Out)70% In / 30% Out
RAG / Search (10% out)Coding / Chat (50% out)
Claude Sonnet 5$220.00 / mo
In: $70Out: $150
GPT-5.6 Sol$625.00 / mo
In: $175Out: $450
Estimated Cost Delta

Claude Sonnet 5 is estimated to save $405.00/month ($4,860/year).

Based on 50M tokens (30% gen)

Key Selection Recommendations

  • 1
    GPT-5.6 Sol:Pick GPT-5.6 Sol when repo-level coding accuracy is the constraint.
  • 2
    Claude Sonnet 5:Pick Claude Sonnet 5 when you are optimizing output cost.
  • 3
    Claude Sonnet 5:Pick Claude Sonnet 5 when time-to-first-token matters more than peak Elo.

Recommended Workload Routing

Repo / coding agentsGPT-5.6 Sol

Higher SWE-bench (77.6%).

High-volume chatClaude Sonnet 5

Lower output list price ($10/1M).

Voice / low-latency UIClaude Sonnet 5

Lower TTFT (175 ms).

Long-document RAGClaude Sonnet 5

Larger window (1M).

Screenshots / visionGPT-5.6 Sol

Both accept images. Defaulting to the higher-Elo side (GPT-5.6 Sol).

Target WorkloadRecommended PickEvaluation Rationale
Repo / coding agentsGPT-5.6 SolHigher SWE-bench (77.6%).
High-volume chatClaude Sonnet 5Lower output list price ($10/1M).
Voice / low-latency UIClaude Sonnet 5Lower TTFT (175 ms).
Long-document RAGClaude Sonnet 5Larger window (1M).
Screenshots / visionGPT-5.6 SolBoth accept images. Defaulting to the higher-Elo side (GPT-5.6 Sol).

Related Editorial Dispatches & Benchmark Notes

View all news
compareAug 12, 2026

Grok vs ChatGPT: price and Elo, not a personality contest

Brand hub remaps to top xAI vs top OpenAI. After Aug 12 that is Grok 4.6 vs Sol.

compareAug 10, 2026

Sonnet vs Opus in 2026: same family, different invoice

Usually Sonnet 5 vs Opus 5. Coding delta versus output $/1M. The workhorse question.

priceAug 10, 2026

Claude Sonnet 5 at $2/$10: the 2026 Anthropic workhorse

Aug 10 2026 made the $2/$10 list permanent. Sonnet is the default Claude unless the repo is actually on fire.

compareJul 24, 2026

Claude vs GPT benchmark: this hub always remaps to the current Elo leaders

Not a frozen 2025 article. Today that is usually Opus 5 vs GPT-5.6 Sol. Dated cells, not a brand fight.

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CompareLLM AI Matrix

Verified Head-to-Head Telemetry

LIVE BENCHMARK
VS
Anthropic

Claude Sonnet 5

Elo 1,556
SWE-bench73.8%
Speed (tok/s)118 tok/s
Input / 1M Tokens$2/1M
Output / 1M Tokens$10/1M
OpenAI

GPT-5.6 Sol

Elo 1,608
SWE-bench77.6%
Speed (tok/s)84 tok/s
Input / 1M Tokens$5/1M
Output / 1M Tokens$30/1M

Frequently Asked Questions

Which is better overall, Claude Sonnet 5 or GPT-5.6 Sol?
GPT-5.6 Sol has the higher preference Elo in our latest snapshot (1,608). “Better” still depends on coding, price, and latency — see the table.
Which is better at coding, Claude Sonnet 5 or GPT-5.6 Sol?
GPT-5.6 Sol leads SWE-bench at 77.6% vs 73.8%. SWE-bench is one harness, not your repo.
Which is cheaper to run in production?
Claude Sonnet 5 output tokens are $10/1M versus $30/1M. Input prices and retry rates still move the real bill.
Which is faster, Claude Sonnet 5 or GPT-5.6 Sol?
Claude Sonnet 5 has the lower time-to-first-token (175 ms vs 270 ms). Tokens/sec is a separate column if you care about long completions.
Which has the larger context window?
Claude Sonnet 5 accepts 1M tokens versus 1M.
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 Sonnet 5 and GPT-5.6 Sol Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.

Related news

  • compare · Aug 12, 2026

    Grok vs ChatGPT: price and Elo, not a personality contest

  • compare · Aug 10, 2026

    Sonnet vs Opus in 2026: same family, different invoice

  • price · Aug 10, 2026

    Claude Sonnet 5 at $2/$10: the 2026 Anthropic workhorse

  • compare · Jul 24, 2026

    Claude vs GPT benchmark: this hub always remaps to the current Elo leaders

Similar Head-to-Head Comparisons

All Claude Sonnet 5 matchups →|All GPT-5.6 Sol matchups →
Claude Sonnet 5 vs Claude Sonnet 4.5 (previous sonnet)GPT-5.6 Sol vs GPT-5 (previous gpt-flagship)GPT-5 vs Claude Sonnet 5OpenAI o3-mini vs Claude Sonnet 5GPT-5.6 Terra vs Claude Sonnet 5Claude Opus 4.5 vs Claude Sonnet 5