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  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:DeepSeek V4 Pro(DeepSeek)
Share Analysis:
WhatsAppTelegramX / PostLinkedInReddit
Verified Benchmark Scorecard

DeepSeek V4 Pro vs GPT-4.5 Orion Benchmark Breakdown

Full Head-to-Head
Elo Quality1,536DeepSeek V4 Pro
SWE-bench71.6%Coding ability
Speed70 tok/sInference rate
Token Cost$0.87per 1M reply

99% Lower Token Cost Advantage

DeepSeek V4 Pro costs $0.87/1M compared to GPT-4.5 Orion at $150.00/1M.

Preference EloGeneral quality
+4.0 GPT-4.5 Orion
DeepSeek V4 Pro1,536
GPT-4.5 Orion1,540
SWE-bench VerifiedSoftware engineering %
+0.6 DeepSeek V4 Pro
DeepSeek V4 Pro71.6%
GPT-4.5 Orion71%
GPQA DiamondPhD-level science %
Tied
DeepSeek V4 Pro84%
GPT-4.5 Orion84%
ThroughputTokens / sec speed
+10.0 DeepSeek V4 Pro
DeepSeek V4 Pro70 tok/s
GPT-4.5 Orion60 tok/s
Output Priceper 1M reply tokens
DeepSeek V4 Pro ($149.13 cheaper)
DeepSeek V4 Pro$0.87/1M
GPT-4.5 Orion$150/1M
Benchmark MetricDeepSeek V4 ProGPT-4.5 OrionAdvantage
Preference EloGeneral quality1,5361,540+4.0 GPT-4.5 Orion
SWE-bench VerifiedSoftware engineering %71.6%71%+0.6 DeepSeek V4 Pro
GPQA DiamondPhD-level science %84%84%Tied
ThroughputTokens / sec speed70 tok/s60 tok/s+10.0 DeepSeek V4 Pro
Output Priceper 1M reply tokens$0.87/1M$150/1MDeepSeek V4 Pro ($149.13 cheaper)
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:
WhatsAppTelegramX / PostLinkedInReddit

Head-to-Head Showdowns for Mentioned Models

Benchmark MatchupDeepSeek V4 Pro vs Claude Opus 4.5
Benchmark MatchupDeepSeek V4 Pro vs Claude Opus 4.6

Related news

  • compare · Jun 13, 2026

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

  • launch · Jan 20, 2025

    DeepSeek R1 stays as the open-weights RL baseline

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