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Every score has a dated snapshot.

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  3. DeepSeek V4 Flash vs Qwen3 235B

Pairwise benchmark snapshot · Aug 16, 2026

DeepSeek V4 Flash vs Qwen3 235B benchmark

This page compares DeepSeek V4 Flash (DeepSeek) and Qwen3 235B (Alibaba) using the latest snapshots we have as of Aug 16, 2026. On preference Elo, DeepSeek V4 Flash is ahead by 50 points (1,490 vs 1,440; seed-bootstrap (Aug 16, 2026)). On SWE-bench coding, DeepSeek V4 Flash resolves 71.2% versus 59.4% (seed-bootstrap (Aug 16, 2026)). DeepSeek V4 Flash streams faster (142 tok/s) while DeepSeek V4 Flash is the cheaper output token ($0.28/1M). DeepSeek V4 Flash 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

DeepSeek V4 Flash vs Qwen3 235B is a dated snapshot, not a lab score. DeepSeek V4 Flash leads preference Elo (1,490 vs 1,440). DeepSeek V4 Flash leads SWE-bench coding. DeepSeek V4 Flash is the cheaper output token. Elo is crowd preference, not an exam. Pick the column that matches the job.
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DeepSeek

DeepSeek V4 Flash

DeepSeek Jul 31 2026 price-performance SKU. Public listings put it near $0.14/$0.28 per 1M tokens.

Elo 1,490$0.28/1M out

Alibaba

Qwen3 235B

Open-weight Qwen3 mixture-of-experts.

Elo 1,440$1.8199999999999998/1M 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.

DeepSeek V4 Flash (10)vsQwen3 235B (0)
DeepSeek V4 Flash: 10W (100%)Overall: DeepSeek V4 FlashQwen3 235B: 0W (0%)
← DeepSeek V4 FlashQwen3 235B →
DeepSeek V4 Flash (5/5)

Intelligence & Reasoning

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

Preference Elo
1,490vs1,440
Coding Elo
1,516vs—
SWE-bench
71.2%vs59.4%
LiveBench
67.8%vs63.5%
GPQA Diamond
81.6%vs76.8%
DeepSeek V4 Flash: 5WQwen3 235B: 0W
DeepSeek V4 Flash (2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Output speed
142 tok/svs74 tok/s
Time to first token
165 msvs320 ms
DeepSeek V4 Flash: 2WQwen3 235B: 0W
DeepSeek V4 Flash (3/3)

Pricing & Capacity

Cost per million tokens and max context window length

Output price
$0.28/1Mvs$1.82/1M
Input price
$0.14/1Mvs$0.45/1M
Context window
1Mvs131k
DeepSeek V4 Flash: 3WQwen3 235B: 0W
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 Flash 6/6
Preference Elo

DeepSeek V4 Flash

50 pts advantage

Throughput Speed

DeepSeek V4 Flash

68 tok/s faster

Price Efficiency

DeepSeek V4 Flash

$1.54/1M cheaper

Full Benchmark Score Matrix

—
Elo
High is better
+3%1,490
EloHigh is better
1,440
Code Elo
High is better
1,516
Code EloHigh is better
—
LiveBench
High is better
+7%67.8%
LiveBenchHigh is better
63.5%
SWE-bench
High is better
+20%71.2%
SWE-benchHigh is better
59.4%
GPQA
High is better
+6%81.6%
GPQAHigh is better
76.8%
TTFT
Low is better
+94%165 ms
TTFTLow is better
320 ms
Speed
High is better
+92%142 tok/s
SpeedHigh is better
74 tok/s
In $
Low is better
+225%$0.14/1M
In $Low is better
$0.45/1M
Out $
Low is better
+550%$0.28/1M
Out $Low is better
$1.82/1M
Context
High is better
+700%1M
ContextHigh is better
131k
Interactive Simulator

Workload Cost & Savings Calculator

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

Save up to 79% with DeepSeek V4 Flash
Monthly Volume50M tokens/mo
Quick Presets:
Token Ratio (In vs Out)70% In / 30% Out
RAG / Search (10% out)Coding / Chat (50% out)
DeepSeek V4 Flash$9.10 / mo
In: $4.90Out: $4.20
Qwen3 235B$43.22 / mo
In: $15.92Out: $27.30
Estimated Cost Delta

DeepSeek V4 Flash is estimated to save $34.12/month ($409/year).

Based on 50M tokens (30% gen)

Key Selection Recommendations

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

Recommended Workload Routing

Repo / coding agentsDeepSeek V4 Flash

Higher SWE-bench (71.2%).

High-volume chatDeepSeek V4 Flash

Lower output list price ($0.28/1M).

Voice / low-latency UIDeepSeek V4 Flash

Lower TTFT (165 ms).

Long-document RAGDeepSeek V4 Flash

Larger window (1M).

Screenshots / visionDeepSeek V4 Flash

DeepSeek V4 Flash is the side marked multimodal in the catalog.

Target WorkloadRecommended PickEvaluation Rationale
Repo / coding agentsDeepSeek V4 FlashHigher SWE-bench (71.2%).
High-volume chatDeepSeek V4 FlashLower output list price ($0.28/1M).
Voice / low-latency UIDeepSeek V4 FlashLower TTFT (165 ms).
Long-document RAGDeepSeek V4 FlashLarger window (1M).
Screenshots / visionDeepSeek V4 FlashDeepSeek V4 Flash is the side marked multimodal in the catalog.

Related Editorial Dispatches & Benchmark Notes

View all news
priceJul 31, 2026

DeepSeek V4 Flash (Jul 31): the $0.14/$0.28 price-performance SKU

Public listings put Flash near $0.14/$0.28 per 1M. That is a batch SKU, not a chatbot crown.

launchSep 20, 2025

Qwen3 235B: the open MoE Qwen, not the Max SKU

Sep 2025 open-weight mixture-of-experts. Self-host path. Don’t confuse it with Qwen 3 Max.

Community Sentiment

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Verified head-to-head card

LIVE
VS
DeepSeek

DeepSeek V4 Flash

Elo 1,490
LiveBench67.8%
SWE-bench71.2%
Speed142 tok/s
Output cost$0.28/1M
Alibaba

Qwen3 235B

Elo 1,440
LiveBench63.5%
SWE-bench59.4%
Speed74 tok/s
Output cost$1.82/1M

Frequently Asked Questions

Which is better overall, DeepSeek V4 Flash or Qwen3 235B?
DeepSeek V4 Flash has the higher preference Elo in our latest snapshot (1,490). “Better” still depends on coding, price, and latency — see the table.
Which is better at coding, DeepSeek V4 Flash or Qwen3 235B?
DeepSeek V4 Flash leads SWE-bench at 71.2% vs 59.4%. SWE-bench is one harness, not your repo.
Which is cheaper to run in production?
DeepSeek V4 Flash output tokens are $0.28/1M versus $1.82/1M. Input prices and retry rates still move the real bill.
Which is faster, DeepSeek V4 Flash or Qwen3 235B?
DeepSeek V4 Flash has the lower time-to-first-token (165 ms vs 320 ms). Tokens/sec is a separate column if you care about long completions.
Which has the larger context window?
DeepSeek V4 Flash accepts 1M tokens versus 131k.
Can I self-host either model?
Both DeepSeek V4 Flash and Qwen3 235B are marked open-weights. Hosting cost is not in this table.
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. DeepSeek V4 Flash and Qwen3 235B Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.

Related news

  • price · Jul 31, 2026

    DeepSeek V4 Flash (Jul 31): the $0.14/$0.28 price-performance SKU

  • launch · Sep 20, 2025

    Qwen3 235B: the open MoE Qwen, not the Max SKU

Similar Head-to-Head Comparisons

All DeepSeek V4 Flash matchups →|All Qwen3 235B matchups →
DeepSeek V4 Flash vs DeepSeek V4 Pro (previous deepseek)Qwen3 235B vs Qwen 2.5 Coder 32B (previous qwen)Qwen3 235B vs Qwen QwQ 32B (next qwen)Qwen QwQ 32B vs DeepSeek V4 FlashQwen 3 Max vs DeepSeek V4 FlashGLM-5.2 vs DeepSeek V4 Flash