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Every score has a dated snapshot.

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  3. Claude 3.5 Haiku vs DeepSeek V4 Pro

Pairwise benchmark snapshot · Aug 16, 2026

Claude 3.5 Haiku vs DeepSeek V4 Pro benchmark

This page compares Claude 3.5 Haiku (Anthropic) and DeepSeek V4 Pro (DeepSeek) using the latest snapshots we have as of Aug 16, 2026. On preference Elo, DeepSeek V4 Pro is ahead by 312 points (1,536 vs 1,224; seed-bootstrap (Aug 1, 2026)). On SWE-bench coding, DeepSeek V4 Pro resolves 71.6% versus 36.2% (seed-bootstrap (Aug 1, 2026)). Claude 3.5 Haiku streams faster (140 tok/s) while DeepSeek V4 Pro is the cheaper output token ($0.87/1M). DeepSeek V4 Pro has the larger context window (1M tokens). Every cell below is a dated snapshot from a named public source — we do not invent missing scores, and we do not run SWE-bench ourselves.

Quick answer

Claude 3.5 Haiku vs DeepSeek V4 Pro is a dated snapshot, not a lab score. DeepSeek V4 Pro leads preference Elo (1,536 vs 1,224). DeepSeek V4 Pro leads SWE-bench coding. DeepSeek V4 Pro is the cheaper output token. Elo is crowd preference, not an exam. Pick the column that matches the job.
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Anthropic

Claude 3.5 Haiku

Previous cheap Claude. Haiku 4.5 is the current $1/$5 SKU.

Elo 1,224$4/1M out

DeepSeek

DeepSeek V4 Pro

Open-weight-adjacent DeepSeek flagship. High reasoning density per dollar.

Elo 1,536$0.87/1M out

Swap or Add Any Model to this Matchup

Instant pairwise benchmark recalculation across 400+ LLMs

Model A
Model B
Quick vs:vs Claude Opus 4.5vs Claude Opus 4.6vs Claude Sonnet 4.5vs Claude 3.7 Sonnet

Interactive Comparison Diagram

Matchup Breakdown

Tug-of-War Matchup Matrix

Category wins across intelligence, speed, and pricing efficiency.

Claude 3.5 Haiku (2)vsDeepSeek V4 Pro (8)
Claude 3.5 Haiku: 2W (20%)Overall: DeepSeek V4 ProDeepSeek V4 Pro: 8W (80%)
← Claude 3.5 HaikuDeepSeek V4 Pro →
DeepSeek V4 Pro (5/5)

Intelligence & Reasoning

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

Preference Elo
1,224vs1,536
Coding Elo
—vs1,544
SWE-bench
36.2%vs71.6%
LiveBench
44.8%vs70.1%
GPQA Diamond
54.1%vs84%
Claude 3.5 Haiku: 0WDeepSeek V4 Pro: 5W
Claude 3.5 Haiku (2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Output speed
140 tok/svs70 tok/s
Time to first token
110 msvs410 ms
Claude 3.5 Haiku: 2WDeepSeek V4 Pro: 0W
DeepSeek V4 Pro (3/3)

Pricing & Capacity

Cost per million tokens and max context window length

Output price
$4/1Mvs$0.87/1M
Input price
$0.8/1Mvs$0.44/1M
Context window
200kvs1M
Claude 3.5 Haiku: 0WDeepSeek V4 Pro: 3W
Capability Matchup Radar

Multi-Dimensional Capability Radar

Each spoke is a skill. Farther from the center is better (0–100th percentile). Tap any dot to inspect details.

Tap any node to inspect
Percentile 0–100
Dimensional AdvantageDeepSeek V4 Pro 5/6
Preference Elo

DeepSeek V4 Pro

312 pts advantage

Throughput Speed

Claude 3.5 Haiku

70 tok/s faster

Price Efficiency

DeepSeek V4 Pro

$3.13/1M cheaper

Full Benchmark Score Matrix

—
Elo
High is better
1,224
EloHigh is better
1,536+25%
Code Elo
High is better
—
Code EloHigh is better
1,544
LiveBench
High is better
44.8%
LiveBenchHigh is better
70.1%+56%
SWE-bench
High is better
36.2%
SWE-benchHigh is better
71.6%+98%
GPQA
High is better
54.1%
GPQAHigh is better
84%+55%
TTFT
Low is better
+273%110 ms
TTFTLow is better
410 ms
Speed
High is better
+100%140 tok/s
SpeedHigh is better
70 tok/s
In $
Low is better
$0.8/1M
In $Low is better
$0.44/1M+84%
Out $
Low is better
$4/1M
Out $Low is better
$0.87/1M+360%
Context
High is better
200k
ContextHigh is better
1M+424%
Interactive Simulator

Workload Cost & Savings Calculator

Simulate monthly production API costs based on published $/1M tokens.

Save up to 68% with DeepSeek V4 Pro
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 Haiku$88.00 / mo
In: $28.00Out: $60.00
DeepSeek V4 Pro$28.28 / mo
In: $15.22Out: $13.05
Estimated Cost Delta

DeepSeek V4 Pro is estimated to save $59.73/month ($717/year).

Based on 50M tokens (30% gen)

Key Selection Recommendations

  • 1
    DeepSeek V4 Pro:Pick DeepSeek V4 Pro when repo-level coding accuracy is the constraint.
  • 2
    Claude 3.5 Haiku:Pick Claude 3.5 Haiku when time-to-first-token matters more than peak Elo.
  • 3
    DeepSeek V4 Pro:Pick DeepSeek V4 Pro for million-token RAG or long-document jobs.

Recommended Workload Routing

Repo / coding agentsDeepSeek V4 Pro

Higher SWE-bench (71.6%).

High-volume chatDeepSeek V4 Pro

Lower output list price ($0.87/1M).

Voice / low-latency UIClaude 3.5 Haiku

Lower TTFT (110 ms).

Long-document RAGDeepSeek V4 Pro

Larger window (1M).

Screenshots / visionClaude 3.5 Haiku

Claude 3.5 Haiku is the side marked multimodal in the catalog.

Target WorkloadRecommended PickEvaluation Rationale
Repo / coding agentsDeepSeek V4 ProHigher SWE-bench (71.6%).
High-volume chatDeepSeek V4 ProLower output list price ($0.87/1M).
Voice / low-latency UIClaude 3.5 HaikuLower TTFT (110 ms).
Long-document RAGDeepSeek V4 ProLarger window (1M).
Screenshots / visionClaude 3.5 HaikuClaude 3.5 Haiku is the side marked multimodal in the catalog.

Related Editorial Dispatches & Benchmark Notes

View all news
compareJun 13, 2026

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

Top DeepSeek vs top Anthropic Elo. Usually V4 Pro vs Opus 5. License and invoice decide as much as Elo.

launchJun 12, 2026

DeepSeek V4 Pro: high reasoning density per dollar

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

launchJan 20, 2025

DeepSeek R1 stays as the open-weights RL baseline

Jan 2025 reasoning model. Still searched. V4 Pro is the newer DeepSeek buy.

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CompareLLM Matrix

Verified head-to-head card

LIVE
VS
Anthropic

Claude 3.5 Haiku

Elo 1,224
LiveBench44.8%
SWE-bench36.2%
Speed140 tok/s
Output cost$4/1M
DeepSeek

DeepSeek V4 Pro

Elo 1,536
LiveBench70.1%
SWE-bench71.6%
Speed70 tok/s
Output cost$0.87/1M

Frequently Asked Questions

Which is better overall, Claude 3.5 Haiku or DeepSeek V4 Pro?
DeepSeek V4 Pro has the higher preference Elo in our latest snapshot (1,536). “Better” still depends on coding, price, and latency — see the table.
Which is better at coding, Claude 3.5 Haiku or DeepSeek V4 Pro?
DeepSeek V4 Pro leads SWE-bench at 71.6% vs 36.2%. SWE-bench is one harness, not your repo.
Which is cheaper to run in production?
DeepSeek V4 Pro output tokens are $0.87/1M versus $4/1M. Input prices and retry rates still move the real bill.
Which is faster, Claude 3.5 Haiku or DeepSeek V4 Pro?
Claude 3.5 Haiku has the lower time-to-first-token (110 ms vs 410 ms). Tokens/sec is a separate column if you care about long completions.
Which has the larger context window?
DeepSeek V4 Pro accepts 1M tokens versus 200k.
Can I self-host either model?
DeepSeek V4 Pro 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 3.5 Haiku and DeepSeek V4 Pro Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.

Related news

  • compare · Jun 13, 2026

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

  • launch · Jun 12, 2026

    DeepSeek V4 Pro: high reasoning density per dollar

  • launch · Jan 20, 2025

    DeepSeek R1 stays as the open-weights RL baseline

Similar Head-to-Head Comparisons

All Claude 3.5 Haiku matchups →|All DeepSeek V4 Pro matchups →
Claude 3.5 Haiku vs Claude Haiku 4.5 (next haiku)DeepSeek V4 Pro vs DeepSeek R1 (previous deepseek)DeepSeek V4 Pro vs DeepSeek V4 Flash (next deepseek)Claude Opus 4.5 vs DeepSeek V4 ProClaude Opus 4.6 vs DeepSeek V4 ProClaude Sonnet 4.5 vs DeepSeek V4 Pro