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

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  3. Claude 3.5 Sonnet vs Claude Sonnet 4

Pairwise benchmark snapshot · Aug 17, 2026

Claude 3.5 Sonnet vs Claude Sonnet 4 benchmark

In this head-to-head showdown, Claude Sonnet 4 delivers higher overall intelligence and human-preferred responses (Elo 1,455 vs 1,280), while Claude Sonnet 4 leads in SWE-bench software engineering benchmarks (62.8%), while Claude 3.5 Sonnet is more budget-friendly at $15/1M per 1M output tokens, while Claude Sonnet 4 provides faster response streaming (92 tok/s). Review the complete breakdown below to determine which model best fits your performance and budget requirements.

Executive Comparison Verdict

Bottom Line: Choose Claude Sonnet 4 if your priority is peak reasoning, complex code generation, and top preference Elo. Choose Claude 3.5 Sonnet if you are optimizing for low latency, high throughput, and cost-efficient API deployment.
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Executive Verdict Summary

Claude Sonnet 4 holds empirical advantage (7 of 7 metrics)

Coding / SWESWE-bench
Claude Sonnet 4Top code solve rate
ReasoningGPQA / Live
Claude Sonnet 4Top logical accuracy
Best Value$/1M Tok
Claude 3.5 SonnetLowest API billing cost
Speed / TokTok/Sec
Claude Sonnet 4Fastest stream rate

Verified Advantage Breakdown

7 benchmarks evaluated across capability, speed, and cost

Claude 3.5 Sonnet (0)Claude Sonnet 4 (7)
Claude 3.5 Sonnet
0 of 7 Wins
Competitive baseline across remaining benchmarks
Claude Sonnet 4
7 of 7 Wins
✓Preference Elo✓LiveBench✓SWE-bench✓GPQA Diamond✓Time to first token✓Output speed✓Context window
Anthropic
Claude 3.5 Sonnet

2024 workhorse. Still a high-intent compare against GPT-4o.

Elo 1,280In: $3 · Out: $15/1M
Anthropic
Leads 7 of 7
Claude Sonnet 4

First Sonnet 4 generation. Bridge between 3.5/3.7 and Sonnet 5.

Elo 1,455In: $3 · Out: $15/1M
Top Rival Showdowns for Claude 3.5 Sonnet
All Matchups
Compare vs:vs GPT-5vs Gemini 3 Provs Grok 4.6vs DeepSeek V4 Provs Qwen 3 Max
Preference LeaderClaude Sonnet 4 Wins

Claude Sonnet 4

Δ 175 Arena Elo pts

Throughput LeaderClaude Sonnet 4 Wins

Claude Sonnet 4

92 tok/s

Value per Dollar LeaderClaude 3.5 Sonnet Wins

Claude 3.5 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 standard models across 6 key capability dimensions. Tap any spoke or dot to inspect.

Tap any node to inspect
0–100 %ile

Overall Matchup Breakdown

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

Claude 3.5 Sonnet (0)vsClaude Sonnet 4 (8)
Claude 3.5 Sonnet: 0W (0%)Overall: Claude Sonnet 4Claude Sonnet 4: 8W (100%)
← Claude 3.5 Sonnet2 tiesClaude Sonnet 4 →
🏆Claude Sonnet 4 Leads(5/5)

Intelligence & Reasoning

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

Benchmark
Claude 3.5 SonnetvsClaude Sonnet 4
Preference Elo
1,280vs1,455+175
Coding Elo
—vs1,468
SWE-bench
49%vs62.8%+13.8%
LiveBench
52.1%vs63.2%+11.1%
GPQA Diamond
65%vs76.4%+11.4%
Claude 3.5 Sonnet: 0WClaude Sonnet 4: 5W
🏆Claude Sonnet 4 Leads(2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Benchmark
Claude 3.5 SonnetvsClaude Sonnet 4
Output speed
80 tok/svs92 tok/s+12 tok/s
Time to first token
280 msvs220 ms+60 ms
Claude 3.5 Sonnet: 0WClaude Sonnet 4: 2W
🏆Claude Sonnet 4 Leads(1/3)

Pricing & Capacity

Cost per million tokens and max context window length

Benchmark
Claude 3.5 SonnetvsClaude Sonnet 4
Output price
$15/1Mvs$15/1M
Input price
$3/1Mvs$3/1M
Context window
200kvs1M+800k
Claude 3.5 Sonnet: 0WClaude Sonnet 4: 1W

Side-by-Side Benchmark Matrix

Claude 3.5 SonnetClaude Sonnet 4
Preference EloClaude Sonnet 4 +175
Claude 3.5 Sonnet1,280
Claude Sonnet 41,455
Coding Elo
Claude 3.5 Sonnet—
Claude Sonnet 41,468
LiveBenchClaude Sonnet 4 +11.1%
Claude 3.5 Sonnet52.1%
Claude Sonnet 463.2%
SWE-benchClaude Sonnet 4 +13.8%
Claude 3.5 Sonnet49%
Claude Sonnet 462.8%
GPQA DiamondClaude Sonnet 4 +11.4%
Claude 3.5 Sonnet65%
Claude Sonnet 476.4%
Time to first tokenClaude Sonnet 4 +60 ms
Claude 3.5 Sonnet280 ms
Claude Sonnet 4220 ms
Output speedClaude Sonnet 4 +12 tok/s
Claude 3.5 Sonnet80 tok/s
Claude Sonnet 492 tok/s
Input price
Claude 3.5 Sonnet$3/1M
Claude Sonnet 4$3/1M
Output price
Claude 3.5 Sonnet$15/1M
Claude Sonnet 4$15/1M
Context windowClaude Sonnet 4 +800k
Claude 3.5 Sonnet200k
Claude Sonnet 41M
BenchmarkClaude 3.5 SonnetClaude Sonnet 4Advantage Delta
Preference Elo
1,280
lmarena · Aug 17, 2026
1,455
lmarena · Aug 17, 2026
+175
Coding Elo—
1,468
lmarena · Aug 17, 2026
—
LiveBench
52.1%
livebench · Aug 17, 2026
63.2%
livebench · Aug 17, 2026
+11.1%
SWE-bench
49%
swebench · Aug 17, 2026
62.8%
swebench · Aug 17, 2026
+13.8%
GPQA Diamond
65%
seed-bootstrap · Aug 1, 2026
76.4%
seed-bootstrap · Aug 1, 2026
+11.4%
Time to first token
280 ms
seed-bootstrap · Aug 1, 2026
220 ms
seed-bootstrap · Aug 1, 2026
+60 ms
Output speed
80 tok/s
seed-bootstrap · Aug 1, 2026
92 tok/s
seed-bootstrap · Aug 1, 2026
+12 tok/s
Input price
$3/1M
seed-bootstrap · Aug 1, 2026
$3/1M
openrouter · Aug 17, 2026
—
Output price
$15/1M
seed-bootstrap · Aug 1, 2026
$15/1M
openrouter · Aug 17, 2026
—
Context window
200k
seed-bootstrap · Aug 1, 2026
1M
openrouter · Aug 17, 2026
+800k

Workload Cost & Savings Calculator

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

Monthly Volume50M tokens/mo
Quick Presets:
Token Ratio (In vs Out)70% In / 30% Out
RAG / Search (10% out)Coding / Chat (50% out)
Claude 3.5 Sonnet$330.00 / mo
In: $105Out: $225
Claude Sonnet 4$330.00 / mo
In: $105Out: $225

Key Selection Recommendations

  • 1
    Claude Sonnet 4:Pick Claude Sonnet 4 when repo-level coding accuracy is the constraint.
  • 2
    Claude 3.5 Sonnet:Pick Claude 3.5 Sonnet when you are optimizing output cost.
  • 3
    Claude Sonnet 4:Pick Claude Sonnet 4 when time-to-first-token matters more than peak Elo.

Recommended Workload Routing

Repo / coding agentsClaude Sonnet 4

Higher SWE-bench (62.8%).

High-volume chatClaude 3.5 Sonnet

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

Voice / low-latency UIClaude Sonnet 4

Lower TTFT (220 ms).

Long-document RAGClaude Sonnet 4

Larger window (1M).

Screenshots / visionClaude Sonnet 4

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

Target WorkloadRecommended PickEvaluation Rationale
Repo / coding agentsClaude Sonnet 4Higher SWE-bench (62.8%).
High-volume chatClaude 3.5 SonnetLower output list price ($15/1M).
Voice / low-latency UIClaude Sonnet 4Lower TTFT (220 ms).
Long-document RAGClaude Sonnet 4Larger window (1M).
Screenshots / visionClaude Sonnet 4Both accept images. Defaulting to the higher-Elo side (Claude Sonnet 4).

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CompareLLM AI Matrix

Verified Head-to-Head Telemetry

LIVE BENCHMARK
VS
Anthropic

Claude 3.5 Sonnet

Elo 1,280
SWE-bench49%
Speed (tok/s)80 tok/s
Input / 1M Tokens$3/1M
Output / 1M Tokens$15/1M
Anthropic

Claude Sonnet 4

Elo 1,455
SWE-bench62.8%
Speed (tok/s)92 tok/s
Input / 1M Tokens$3/1M
Output / 1M Tokens$15/1M

Frequently Asked Questions

Which is better overall, Claude 3.5 Sonnet or Claude Sonnet 4?
Claude Sonnet 4 has the higher preference Elo in our latest snapshot (1,455). “Better” still depends on coding, price, and latency — see the table.
Which is better at coding, Claude 3.5 Sonnet or Claude Sonnet 4?
Claude Sonnet 4 leads SWE-bench at 62.8% vs 49%. SWE-bench is one harness, not your repo.
Which is cheaper to run in production?
Claude 3.5 Sonnet output tokens are $15/1M versus $15/1M. Input prices and retry rates still move the real bill.
Which is faster, Claude 3.5 Sonnet or Claude Sonnet 4?
Claude Sonnet 4 has the lower time-to-first-token (220 ms vs 280 ms). Tokens/sec is a separate column if you care about long completions.
Which has the larger context window?
Claude Sonnet 4 accepts 1M 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 3.5 Sonnet and Claude Sonnet 4 Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.

Similar Head-to-Head Comparisons

All Claude 3.5 Sonnet matchups →|All Claude Sonnet 4 matchups →
Claude 3.5 Sonnet vs Claude 3.7 Sonnet (next sonnet)Claude Sonnet 4 vs Claude 3.7 Sonnet (previous sonnet)Claude Sonnet 4 vs Claude Sonnet 4.5 (next sonnet)Claude Opus 4.5 vs Claude Sonnet 4Claude Opus 4.6 vs Claude Sonnet 4Claude Opus 5 vs Claude Sonnet 4