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  3. DeepSeek Coder V2 vs DeepSeek V4 Flash Latest

Pairwise benchmark snapshot · Aug 17, 2026noindex (thin pair)

DeepSeek Coder V2 vs DeepSeek V4 Flash Latest benchmark

In this head-to-head showdown, DeepSeek V4 Flash Latest is more budget-friendly at $0.121/1M per 1M output tokens. Review the complete breakdown below to determine which model best fits your performance and budget requirements.

Executive Comparison Verdict

Bottom Line: Choose DeepSeek Coder V2 if your priority is peak reasoning, complex code generation, and top preference Elo. Choose DeepSeek V4 Flash Latest if you are optimizing for low latency, high throughput, and cost-efficient API deployment.
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Executive Verdict Summary

DeepSeek V4 Flash Latest holds empirical advantage (3 of 3 metrics)

Coding / SWESWE-bench
DeepSeek Coder V2Top code solve rate
ReasoningGPQA / Live
DeepSeek Coder V2Top logical accuracy
Best Value$/1M Tok
DeepSeek V4 Flash LatestLowest API billing cost
Speed / TokTok/Sec
DeepSeek Coder V2Fastest stream rate

Verified Advantage Breakdown

3 benchmarks evaluated across capability, speed, and cost

DeepSeek Coder V2 (0)DeepSeek V4 Flash Latest (3)
DeepSeek Coder V2
0 of 3 Wins
Competitive baseline across remaining benchmarks
DeepSeek V4 Flash Latest
3 of 3 Wins
✓Input price✓Output price✓Context window
DeepSeek
DeepSeek Coder V2

DeepSeek open-weight Mixture-of-Experts coding model supporting 338 programming languages and 128k context.

Elo 1,365In: $0.14 · Out: $0.28/1M
~deepseek
Leads 3 of 3
DeepSeek V4 Flash Latest

Auto-discovered from OpenRouter (~deepseek/deepseek-v4-flash-latest). Preview until a second source matches.

In: $0.06 · Out: $0.121/1M
Top Rival Showdowns for DeepSeek Coder V2
All Matchups
Compare vs:vs Claude Opus 4.5vs GPT-5vs Gemini 3 Provs Grok 4.6vs Qwen 3 Max
Preference Leader

No shared data

Single model data

Throughput Leader

No shared data

No latency data

Value per Dollar LeaderDeepSeek V4 Flash Latest Wins

DeepSeek V4 Flash Latest

$0.12060000000000001 / 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 standard models across 6 key capability dimensions. Tap any spoke or dot to inspect.

Tap any node to inspect
0–100 %ile

Overall Matchup Breakdown

Category wins across reasoning intelligence, generation speed, and token cost.

DeepSeek Coder V2 (7)vsDeepSeek V4 Flash Latest (3)
DeepSeek Coder V2: 7W (70%)Overall: DeepSeek Coder V2DeepSeek V4 Flash Latest: 3W (30%)
← DeepSeek Coder V2DeepSeek V4 Flash Latest →
🏆DeepSeek Coder V2 Leads(5/5)

Intelligence & Reasoning

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

Benchmark
DeepSeek Coder V2vsDeepSeek V4 Flash Latest
Preference Elo
1,365vs—
Coding Elo
1,442vs—
SWE-bench
60.5%vs—
LiveBench
58.6%vs—
GPQA Diamond
70.2%vs—
DeepSeek Coder V2: 5WDeepSeek V4 Flash Latest: 0W
🏆DeepSeek Coder V2 Leads(2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Benchmark
DeepSeek Coder V2vsDeepSeek V4 Flash Latest
Output speed
75 tok/svs—
Time to first token
290 msvs—
DeepSeek Coder V2: 2WDeepSeek V4 Flash Latest: 0W
🏆DeepSeek V4 Flash Latest Leads(3/3)

Pricing & Capacity

Cost per million tokens and max context window length

Benchmark
DeepSeek Coder V2vsDeepSeek V4 Flash Latest
Output price
$0.28/1Mvs$0.121/1M+$0.159/1M
Input price
$0.14/1Mvs$0.06/1M+$0.08/1M
Context window
128kvs1.3M+1.2M
DeepSeek Coder V2: 0WDeepSeek V4 Flash Latest: 3W

Side-by-Side Benchmark Matrix

DeepSeek Coder V2DeepSeek V4 Flash Latest
Preference Elo
DeepSeek Coder V21,365
DeepSeek V4 Flash Latest—
Coding Elo
DeepSeek Coder V21,442
DeepSeek V4 Flash Latest—
LiveBench
DeepSeek Coder V258.6%
DeepSeek V4 Flash Latest—
SWE-bench
DeepSeek Coder V260.5%
DeepSeek V4 Flash Latest—
GPQA Diamond
DeepSeek Coder V270.2%
DeepSeek V4 Flash Latest—
Time to first token
DeepSeek Coder V2290 ms
DeepSeek V4 Flash Latest—
Output speed
DeepSeek Coder V275 tok/s
DeepSeek V4 Flash Latest—
Input priceDeepSeek V4 Flash Latest +$0.08/1M
DeepSeek Coder V2$0.14/1M
DeepSeek V4 Flash Latest$0.06/1M
Output priceDeepSeek V4 Flash Latest +$0.159/1M
DeepSeek Coder V2$0.28/1M
DeepSeek V4 Flash Latest$0.121/1M
Context windowDeepSeek V4 Flash Latest +1.2M
DeepSeek Coder V2128k
DeepSeek V4 Flash Latest1.3M
BenchmarkDeepSeek Coder V2DeepSeek V4 Flash LatestAdvantage Delta
Preference Elo
1,365
lmarena · Aug 17, 2026
——
Coding Elo
1,442
lmarena · Aug 17, 2026
——
LiveBench
58.6%
livebench · Aug 17, 2026
——
SWE-bench
60.5%
swebench · Aug 17, 2026
——
GPQA Diamond
70.2%
seed-bootstrap · Aug 1, 2026
——
Time to first token
290 ms
seed-bootstrap · Aug 1, 2026
——
Output speed
75 tok/s
seed-bootstrap · Aug 1, 2026
——
Input price
$0.14/1M
seed-bootstrap · Aug 1, 2026
$0.06/1M
openrouter · Aug 17, 2026
+$0.08/1M
Output price
$0.28/1M
seed-bootstrap · Aug 1, 2026
$0.121/1M
openrouter · Aug 17, 2026
+$0.159/1M
Context window
128k
seed-bootstrap · Aug 1, 2026
1.3M
openrouter · Aug 17, 2026
+1.2M

Workload Cost & Savings Calculator

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

Save 57% with DeepSeek V4 Flash Latest
Monthly Volume50M tokens/mo
Quick Presets:
Token Ratio (In vs Out)70% In / 30% Out
RAG / Search (10% out)Coding / Chat (50% out)
DeepSeek Coder V2$9.10 / mo
In: $4.9Out: $4.2
DeepSeek V4 Flash Latest$3.92 / mo
In: $2.11Out: $1.81
Estimated Cost Delta

DeepSeek V4 Flash Latest is estimated to save $5.18/month ($62/year).

Based on 50M tokens (30% gen)

Key Selection Recommendations

  • 1
    DeepSeek V4 Flash Latest:Pick DeepSeek V4 Flash Latest when you are optimizing output cost.
  • 2
    DeepSeek V4 Flash Latest:Pick DeepSeek V4 Flash Latest for million-token RAG or long-document jobs.

Recommended Workload Routing

Repo / coding agentsinsufficient data

Need SWE-bench on both sides.

High-volume chatDeepSeek V4 Flash Latest

Lower output list price ($0.121/1M).

Voice / low-latency UIinsufficient data

Need TTFT on both sides.

Long-document RAGDeepSeek V4 Flash Latest

Larger window (1.3M).

Screenshots / visionDeepSeek V4 Flash Latest

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

Target WorkloadRecommended PickEvaluation Rationale
Repo / coding agentsinsufficient dataNeed SWE-bench on both sides.
High-volume chatDeepSeek V4 Flash LatestLower output list price ($0.121/1M).
Voice / low-latency UIinsufficient dataNeed TTFT on both sides.
Long-document RAGDeepSeek V4 Flash LatestLarger window (1.3M).
Screenshots / visionDeepSeek V4 Flash LatestDeepSeek V4 Flash Latest is the side marked multimodal in the catalog.

Cast Your Matchup Vote

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CompareLLM AI Matrix

Verified Head-to-Head Telemetry

LIVE BENCHMARK
VS
DeepSeek

DeepSeek Coder V2

Elo 1,365
SWE-bench60.5%
Speed (tok/s)75 tok/s
Input / 1M Tokens$0.14/1M
Output / 1M Tokens$0.28/1M
~deepseek

DeepSeek V4 Flash Latest

Elo n/a
SWE-bench—
Speed (tok/s)1.3M
Input / 1M Tokens$0.06/1M
Output / 1M Tokens$0.121/1M

Frequently Asked Questions

Which is better overall, DeepSeek Coder V2 or DeepSeek V4 Flash Latest?
We do not have preference Elo for both models, so we do not declare an overall winner. Compare the metrics that exist.
Which is better at coding, DeepSeek Coder V2 or DeepSeek V4 Flash Latest?
SWE-bench is missing for at least one model, so we do not rank coding from a single number.
Which is cheaper to run in production?
DeepSeek V4 Flash Latest output tokens are $0.121/1M versus $0.28/1M. Input prices and retry rates still move the real bill.
Which is faster, DeepSeek Coder V2 or DeepSeek V4 Flash Latest?
We do not have TTFT for both models.
Which has the larger context window?
DeepSeek V4 Flash Latest accepts 1.3M tokens versus 128k.
Can I self-host either model?
DeepSeek Coder V2 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. DeepSeek Coder V2 and DeepSeek V4 Flash Latest Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.

Similar Head-to-Head Comparisons

All DeepSeek Coder V2 matchups →|All DeepSeek V4 Flash Latest matchups →
DeepSeek Coder V2 vs DeepSeek V3 (next deepseek)DeepSeek V4 Flash vs DeepSeek Coder V2DeepSeek V4 Pro vs DeepSeek Coder V2DeepSeek R1 vs DeepSeek Coder V2Mistral Large 3 vs DeepSeek Coder V2Llama 4 Maverick vs DeepSeek Coder V2