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  3. Claude Opus 5 vs DeepSeek V3

Pairwise benchmark snapshot · Aug 16, 2026

Claude Opus 5 vs DeepSeek V3 benchmark

In this head-to-head showdown, Claude Opus 5 delivers higher overall intelligence and human-preferred responses (Elo 1,624 vs 1,310), while Claude Opus 5 leads in SWE-bench software engineering benchmarks (79.2%), while DeepSeek V3 is more budget-friendly at $1.1/1M per 1M output tokens, while Claude Opus 5 provides faster response streaming (72 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 Opus 5 if your priority is peak reasoning, complex code generation, and top preference Elo. Choose DeepSeek V3 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 Opus 5 (7)DeepSeek V3 (2)
Claude Opus 5
7 of 9 Wins
✓Preference Elo✓LiveBench✓SWE-bench✓GPQA Diamond✓Time to first token✓Output speed✓Context window
DeepSeek V3
2 of 9 Wins
✓Input price✓Output price
Anthropic
Leads 7 of 9 metrics
Claude Opus 5

Anthropic current default flagship. Official API $5/$25 per 1M tokens and a 1M context window (Anthropic, Jul 24 2026).

Elo 1,624$25/1M out
DeepSeek
Leads 2 of 9 metrics
DeepSeek V3

Prior DeepSeek flagship. Baseline for v3 vs v4.

Elo 1,310$1.1/1M out

Claude Opus 5 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
310 ms
Standard speed
Reasoning Depth
~3,200
Internal tokens
Cost / 1k Calls
$90.00
9.0× standard bill
Accuracy Boost
+5.2% accuracy
STEM & SWE-bench
Top Rival Showdowns for Claude Opus 5
All Matchups
Compare vs:vs GPT-5vs Gemini 3 Provs Grok 4.6vs DeepSeek V4 Provs Qwen 3 Max
Preference LeaderClaude Opus 5 Wins

Claude Opus 5

Δ 314 Arena Elo pts

Throughput LeaderClaude Opus 5 Wins

Claude Opus 5

72 tok/s

Value per Dollar LeaderDeepSeek V3 Wins

DeepSeek V3

$1.1 / 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 Opus 5 (8)vsDeepSeek V3 (2)
Claude Opus 5: 8W (80%)Overall: Claude Opus 5DeepSeek V3: 2W (20%)
← Claude Opus 5DeepSeek V3 →
🏆Claude Opus 5(5/5)

Intelligence & Reasoning

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

Benchmark
Claude Opus 5vsDeepSeek V3
Preference Elo
1,624vs1,310+314
Coding Elo
1,618vs—
SWE-bench
79.2%vs48.6%+30.6%
LiveBench
74.8%vs55.4%+19.4%
GPQA Diamond
87.1%vs59.1%+28%
Claude Opus 5: 5WDeepSeek V3: 0W
🏆Claude Opus 5(2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Benchmark
Claude Opus 5vsDeepSeek V3
Output speed
72 tok/svs66 tok/s+6 tok/s
Time to first token
310 msvs380 ms+70 ms
Claude Opus 5: 2WDeepSeek V3: 0W
🏆DeepSeek V3(2/3)

Pricing & Capacity

Cost per million tokens and max context window length

Benchmark
Claude Opus 5vsDeepSeek V3
Output price
$25/1Mvs$1.1/1M+$23.9/1M
Input price
$5/1Mvs$0.27/1M+$4.73/1M
Context window
1Mvs128k+872k
Claude Opus 5: 1WDeepSeek V3: 2W

Side-by-Side Benchmark Matrix

Preference Elo+314
Claude Opus 51,624
seed-bootstrap · Aug 16, 2026
DeepSeek V31,310
seed-bootstrap · Aug 1, 2026
Coding Elo
Claude Opus 51,618
seed-bootstrap · Aug 16, 2026
DeepSeek V3—
LiveBench+19.4%
Claude Opus 574.8%
seed-bootstrap · Aug 16, 2026
DeepSeek V355.4%
seed-bootstrap · Aug 1, 2026
SWE-bench+30.6%
Claude Opus 579.2%
seed-bootstrap · Aug 16, 2026
DeepSeek V348.6%
seed-bootstrap · Aug 1, 2026
GPQA Diamond+28%
Claude Opus 587.1%
seed-bootstrap · Aug 16, 2026
DeepSeek V359.1%
seed-bootstrap · Aug 1, 2026
Time to first token+70 ms
Claude Opus 5310 ms
seed-bootstrap · Aug 16, 2026
DeepSeek V3380 ms
seed-bootstrap · Aug 1, 2026
Output speed+6 tok/s
Claude Opus 572 tok/s
seed-bootstrap · Aug 16, 2026
DeepSeek V366 tok/s
seed-bootstrap · Aug 1, 2026
Input price+$4.73/1M
Claude Opus 5$5/1M
seed-bootstrap · Aug 16, 2026
DeepSeek V3$0.27/1M
seed-bootstrap · Aug 1, 2026
Output price+$23.9/1M
Claude Opus 5$25/1M
seed-bootstrap · Aug 16, 2026
DeepSeek V3$1.1/1M
seed-bootstrap · Aug 1, 2026
Context window+872k
Claude Opus 51M
seed-bootstrap · Aug 16, 2026
DeepSeek V3128k
seed-bootstrap · Aug 1, 2026
BenchmarkClaude Opus 5DeepSeek V3Advantage Delta
Preference Elo
1,624
seed-bootstrap · Aug 16, 2026
1,310
seed-bootstrap · Aug 1, 2026
+314
Coding Elo
1,618
seed-bootstrap · Aug 16, 2026
——
LiveBench
74.8%
seed-bootstrap · Aug 16, 2026
55.4%
seed-bootstrap · Aug 1, 2026
+19.4%
SWE-bench
79.2%
seed-bootstrap · Aug 16, 2026
48.6%
seed-bootstrap · Aug 1, 2026
+30.6%
GPQA Diamond
87.1%
seed-bootstrap · Aug 16, 2026
59.1%
seed-bootstrap · Aug 1, 2026
+28%
Time to first token
310 ms
seed-bootstrap · Aug 16, 2026
380 ms
seed-bootstrap · Aug 1, 2026
+70 ms
Output speed
72 tok/s
seed-bootstrap · Aug 16, 2026
66 tok/s
seed-bootstrap · Aug 1, 2026
+6 tok/s
Input price
$5/1M
seed-bootstrap · Aug 16, 2026
$0.27/1M
seed-bootstrap · Aug 1, 2026
+$4.73/1M
Output price
$25/1M
seed-bootstrap · Aug 16, 2026
$1.1/1M
seed-bootstrap · Aug 1, 2026
+$23.9/1M
Context window
1M
seed-bootstrap · Aug 16, 2026
128k
seed-bootstrap · Aug 1, 2026
+872k
Interactive Simulator (USD)

Workload Cost & Savings Calculator

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

Save up to 95% with DeepSeek V3
Monthly Volume50M tokens/mo
Quick Presets:
Token Ratio (In vs Out)70% In / 30% Out
RAG / Search (10% out)Coding / Chat (50% out)
Claude Opus 5$550.00 / mo
In: $175Out: $375
DeepSeek V3$25.95 / mo
In: $9.45Out: $16.5
Estimated Cost Delta

DeepSeek V3 is estimated to save $524.05/month ($6,289/year).

Based on 50M tokens (30% gen)

Key Selection Recommendations

  • 1
    Claude Opus 5:Pick Claude Opus 5 when repo-level coding accuracy is the constraint.
  • 2
    DeepSeek V3:Pick DeepSeek V3 when you are optimizing output cost.
  • 3
    Claude Opus 5:Pick Claude Opus 5 when time-to-first-token matters more than peak Elo.

Recommended Workload Routing

Repo / coding agentsClaude Opus 5

Higher SWE-bench (79.2%).

High-volume chatDeepSeek V3

Lower output list price ($1.1/1M).

Voice / low-latency UIClaude Opus 5

Lower TTFT (310 ms).

Long-document RAGClaude Opus 5

Larger window (1M).

Screenshots / visionClaude Opus 5

Claude Opus 5 is the side marked multimodal in the catalog.

Target WorkloadRecommended PickEvaluation Rationale
Repo / coding agentsClaude Opus 5Higher SWE-bench (79.2%).
High-volume chatDeepSeek V3Lower output list price ($1.1/1M).
Voice / low-latency UIClaude Opus 5Lower TTFT (310 ms).
Long-document RAGClaude Opus 5Larger window (1M).
Screenshots / visionClaude Opus 5Claude Opus 5 is the side marked multimodal in the catalog.

Related Editorial Dispatches & Benchmark Notes

View all news
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.

compareJul 24, 2026

Claude vs Gemini: coding, Elo, and output price — not a brand mashup

Top Anthropic vs top Google. Usually Opus 5 vs 3.6 Pro. Two different invoices.

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.

launchJul 24, 2026

Claude Opus 5 is Anthropic’s default flagship — how to read it on CompareLLM

Jul 24 2026 official API at $5/$25 and a 1M window. Preference Elo is taste, not a coding exam.

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CompareLLM AI Matrix

Verified Head-to-Head Telemetry

LIVE BENCHMARK
VS
Anthropic

Claude Opus 5

Elo 1,624
SWE-bench79.2%
Speed (tok/s)72 tok/s
Input / 1M Tokens$5/1M
Output / 1M Tokens$25/1M
DeepSeek

DeepSeek V3

Elo 1,310
SWE-bench48.6%
Speed (tok/s)66 tok/s
Input / 1M Tokens$0.27/1M
Output / 1M Tokens$1.1/1M

Frequently Asked Questions

Which is better overall, Claude Opus 5 or DeepSeek V3?
Claude Opus 5 has the higher preference Elo in our latest snapshot (1,624). “Better” still depends on coding, price, and latency — see the table.
Which is better at coding, Claude Opus 5 or DeepSeek V3?
Claude Opus 5 leads SWE-bench at 79.2% vs 48.6%. SWE-bench is one harness, not your repo.
Which is cheaper to run in production?
DeepSeek V3 output tokens are $1.1/1M versus $25/1M. Input prices and retry rates still move the real bill.
Which is faster, Claude Opus 5 or DeepSeek V3?
Claude Opus 5 has the lower time-to-first-token (310 ms vs 380 ms). Tokens/sec is a separate column if you care about long completions.
Which has the larger context window?
Claude Opus 5 accepts 1M tokens versus 128k.
Can I self-host either model?
DeepSeek V3 is marked open-weights in our catalog. The other side is a closed API. Check the provider license before you ship weights.
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 Opus 5 and DeepSeek V3 Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.

Related news

  • compare · Aug 10, 2026

    Sonnet vs Opus in 2026: same family, different invoice

  • compare · Jul 24, 2026

    Claude vs Gemini: coding, Elo, and output price — not a brand mashup

  • compare · Jul 24, 2026

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

  • launch · Jul 24, 2026

    Claude Opus 5 is Anthropic’s default flagship — how to read it on CompareLLM

Similar Head-to-Head Comparisons

All Claude Opus 5 matchups →|All DeepSeek V3 matchups →
Claude Opus 5 vs Claude Opus 4.8 (previous opus)DeepSeek V3 vs DeepSeek Coder V2 (previous deepseek)DeepSeek V3 vs DeepSeek R1 (next deepseek)Claude Fable 5 vs Claude Opus 5Claude Opus 4.6 vs Claude Opus 5Claude Opus 4.5 vs Claude Opus 5