CompareLLM.ai
Live
Leaderboard
Models
Compare
Best of & Stacks
Research & News
…
CompareLLM.ai
Precision Benchmarks

Programmatic, dated AI model benchmarks, head-to-head comparisons, and Stack Engine presets.

Daily ingest · 06:00 UTC

Analytics & Benchmarks

  • AI Model Leaderboard
  • Head-to-Head Compare Hub
  • Models Directory
  • Stack Engine Presets
  • Frontier Models
  • Open Weights Catalog

Guides & Intent Lists

  • Best LLM Lists (2026)
  • Best Coding LLM
  • Best Cheap LLM
  • Fastest Low-Latency LLM
  • Claude vs GPT Benchmark
  • What is Elo?
  • Methodology Guides
  • News & Dispatches

Transparency & API

  • Evaluation Methodology
  • Benchmark Changelog
  • Public JSON API
  • llms.txt Specification
  • Privacy Policy
  • Sign In / Account

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

Every score has a dated snapshot.

Theme:
Currency:
  1. Home
  2. News
  3. DeepSeek V4 Pro: high reasoning density per dollar
DeepSeek V4 Pro: high reasoning density per dollar
launchVerified Dispatch
CompareLLM Intelligence Desk·Jun 12, 2026

DeepSeek V4 Pro: high reasoning density per dollar

2026-06 open-weight-adjacent flagship. The usual cheap-vs-Claude question starts here.

Search intent: deepseek v4 pro vs claude

Evaluated Models (2):
DeepSeek V4 ProDeepSeek
Claude Opus 5Anthropic
Share Analysis:
WhatsAppTelegramXLinkedInReddit
Verified Benchmark Scorecard2 Models Evaluated

DeepSeek V4 Pro vs Claude Opus 5: Live Benchmark Matchup

Live benchmark scores, throughput speeds, and token pricing with dynamic peer comparison.

Full Head-to-Head
LMSYS Arena Elo1,536DeepSeek V4 Pro
SWE-bench Verified71.6%Coding resolve %
Throughput Speed70 tok/sGeneration rate
Output Price / 1M$1.60List rate

94% Output Token Cost Advantage

DeepSeek V4 Pro costs $1.60 / 1M tokens compared to Claude Opus 5 at $25.00 / 1M tokens ($23.40/1M tokens difference).

Interactive Model Comparison:2 models selected
DeepSeek V4 ProArticleClaude Opus 5Article
LMSYS Arena EloOverall human preference
quality
DeepSeek V4 Pro
1,536
Claude Opus 5Best
1,624
Coding EloProgramming preference
quality
DeepSeek V4 Pro
1,544
Claude Opus 5Best
1,618
SWE-bench VerifiedGitHub issue resolve %
quality
DeepSeek V4 Pro
71.6%
Claude Opus 5Best
79.2%
GPQA DiamondPhD-level science reasoning %
quality
DeepSeek V4 Pro
84%
Claude Opus 5Best
87.1%
LiveBenchContamination-free reasoning
quality
DeepSeek V4 Pro
70.1%
Claude Opus 5Best
74.8%
Throughput (Speed)Output tokens / second
speed
DeepSeek V4 Pro
70 tok/s
Claude Opus 5Best
72 tok/s
Time-to-First-TokenInitial latency (ms)
speed
DeepSeek V4 Pro
410 ms
Claude Opus 5Best
310 ms
Output Token Price$ per 1M reply tokens
price
DeepSeek V4 ProBest
$1.6/1M
Claude Opus 5
$25/1M
Input Token Price$ per 1M prompt tokens
price
DeepSeek V4 ProBest
$0.4/1M
Claude Opus 5
$5/1M
Context WindowMax token capacity
capacity
DeepSeek V4 Pro
160k
Claude Opus 5Best
1M
Benchmark / Metric
DeepSeek V4 ProDeepSeek · Article Model
Claude Opus 5Anthropic · Article Model
LMSYS Arena EloOverall human preference
1,536
1,624Top
Coding EloProgramming preference
1,544
1,618Top
SWE-bench VerifiedGitHub issue resolve %
71.6%
79.2%Top
GPQA DiamondPhD-level science reasoning %
84%
87.1%Top
LiveBenchContamination-free reasoning
70.1%
74.8%Top
Throughput (Speed)Output tokens / second
70 tok/s
72 tok/sTop
Time-to-First-TokenInitial latency (ms)
410 ms
310 msTop
Output Token Price$ per 1M reply tokens
$1.6/1MTop
$25/1M
Input Token Price$ per 1M prompt tokens
$0.4/1MTop
$5/1M
Context WindowMax token capacity
160k
1MTop
Executive Key Takeaway
2026-06 open-weight-adjacent flagship. The usual cheap-vs-Claude question starts here.

DeepSeek V4 Pro is the open-weight-adjacent DeepSeek flagship in this catalog: high reasoning density per dollar, not a closed Opus clone. The DeepSeek vs Claude hub remaps to the current top DeepSeek Elo row versus the current top Anthropic Elo row. Today that is usually V4 Pro versus Opus 5. Read SWE-bench and output $/1M before you call it a steal.

0813 aliases are attached on purpose

Public listings also say V4-Pro-0813. Those strings are aliases on this slug so ingest does not create a second preview. If GA pricing moved on Aug 16, the next OpenRouter pull should overwrite the list cells — we will not hand-type an unofficial blog number.

Empirical Evaluation & Architectural Analysis

Empirical evaluations recorded across the CompareLLM Leaderboard highlight how parameter scaling and inference optimization impact production throughput and cost-per-token economics. Reference the interactive scorecard above for verified snapshots or inspect the dedicated deepseek-v4-pro dossier.

Self-host is a license question

isOpenSource on CompareLLM is a catalog flag, not a lawyer. Read the actual DeepSeek license before you ship weights.

Strategic Deployment Recommendation

  • Production Workloads: For enterprise workloads requiring strict reliability, cross-reference Top Coding LLMs and Cheapest High-Quality LLMs.
  • Direct Pair Comparison: Explore the live pairwise breakdown at /best/deepseek-vs-claude-benchmark.
  • Architectural Stacks: Recommended architectural configurations can be evaluated on the CompareLLM Stack Engine.

Frequently Asked Questions

Is this an CompareLLM lab test score? No. Linked model dossiers and compare showdowns reflect dated snapshots gathered from named public evaluation benchmarks. Seed catalog entries remain transparently timestamped until daily ingest updates them.

Where can I see live comparisons for this model? View the showdown at /best/deepseek-vs-claude-benchmark.

What primary search query does this briefing answer? deepseek v4 pro vs claude.

Share Analysis:
WhatsAppTelegramXLinkedInReddit

Head-to-Head Showdowns for Mentioned Models

Featured Article ShowdownDeepSeek V4 Pro vs Claude Opus 5
Compare Benchmarks
Benchmark MatchupDeepSeek V4 Pro vs Claude Opus 4.5
Benchmark MatchupDeepSeek V4 Pro vs Claude Opus 4.6
Benchmark MatchupClaude Opus 5 vs GPT-5
Benchmark MatchupClaude Opus 5 vs GPT-5 mini

Related news

  • compare · Jun 13, 2026

    DeepSeek vs Claude: the cheap-versus-frontier question, remapped

  • 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

Back to All DispatchesExplore Comparison Matrix