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  3. Command A vs DeepSeek V3

Pairwise benchmark snapshot · Aug 1, 2026

Command A vs DeepSeek V3 benchmark

In this head-to-head showdown, Command A delivers higher overall intelligence and human-preferred responses (Elo 1,344 vs 1,310), while DeepSeek V3 leads in SWE-bench software engineering benchmarks (48.6%), while DeepSeek V3 is more budget-friendly at $1.1/1M per 1M output tokens, while Command A provides faster response streaming (118 tok/s). Review the complete breakdown below to determine which model best fits your performance and budget requirements.

Executive Comparison Verdict

Bottom Line: Choose Command A if your priority is peak reasoning, complex code generation, and top preference Elo. Choose DeepSeek V3 if you are optimizing for low latency, high throughput, and cost-efficient API deployment.
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Verified Head-to-Head Advantage Breakdown

9 direct benchmark disciplines evaluated across capability, speed, and cost

Command A (6)DeepSeek V3 (3)
Command A
6 of 9 Wins
✓Preference Elo✓LiveBench✓GPQA Diamond✓Time to first token✓Output speed✓Context window
DeepSeek V3
3 of 9 Wins
✓SWE-bench✓Input price✓Output price
Cohere
Leads 6 of 9 metrics
Command A

Cohere enterprise RAG and tool-use model.

Elo 1,344$10/1M out
DeepSeek
Leads 3 of 9 metrics
DeepSeek V3

Prior DeepSeek flagship. Baseline for v3 vs v4.

Elo 1,310$1.1/1M out
Top Rival Showdowns for Command A
All Matchups
Compare vs:vs Claude Opus 4.5vs GPT-5vs Gemini 3 Provs Grok 4.6vs DeepSeek V4 Pro
Preference LeaderCommand A Wins

Command A

Δ 34 Arena Elo pts

Throughput LeaderCommand A Wins

Command A

118 tok/s

Value per Dollar LeaderDeepSeek V3 Wins

DeepSeek V3

$1.1 / 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 Western standard models with China's leading frontier rival across 6 skill dimensions. Tap any spoke or dot to inspect.

Tap any node to inspect
Percentile 0–100
Head-to-Head Comparison

Overall Matchup Breakdown

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

Command A (6)vsDeepSeek V3 (3)
Command A: 6W (67%)Overall: Command ADeepSeek V3: 3W (33%)
← Command ADeepSeek V3 →
🏆Command A(3/5)

Intelligence & Reasoning

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

Benchmark
Command AvsDeepSeek V3
Preference Elo
1,344vs1,310+34
Coding Elo
—vs—
SWE-bench
42.6%vs48.6%+6%
LiveBench
56.2%vs55.4%+0.8%
GPQA Diamond
66%vs59.1%+6.9%
Command A: 3WDeepSeek V3: 1W
🏆Command A(2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Benchmark
Command AvsDeepSeek V3
Output speed
118 tok/svs66 tok/s+52 tok/s
Time to first token
175 msvs380 ms+205 ms
Command A: 2WDeepSeek V3: 0W
🏆DeepSeek V3(2/3)

Pricing & Capacity

Cost per million tokens and max context window length

Benchmark
Command AvsDeepSeek V3
Output price
$10/1Mvs$1.1/1M+$8.9/1M
Input price
$2.5/1Mvs$0.27/1M+$2.23/1M
Context window
256kvs128k+128k
Command A: 1WDeepSeek V3: 2W

Side-by-Side Benchmark Matrix

Preference Elo+34
Command A1,344
seed-bootstrap · Aug 1, 2026
DeepSeek V31,310
seed-bootstrap · Aug 1, 2026
LiveBench+0.8%
Command A56.2%
seed-bootstrap · Aug 1, 2026
DeepSeek V355.4%
seed-bootstrap · Aug 1, 2026
SWE-bench+6%
Command A42.6%
seed-bootstrap · Aug 1, 2026
DeepSeek V348.6%
seed-bootstrap · Aug 1, 2026
GPQA Diamond+6.9%
Command A66%
seed-bootstrap · Aug 1, 2026
DeepSeek V359.1%
seed-bootstrap · Aug 1, 2026
Time to first token+205 ms
Command A175 ms
seed-bootstrap · Aug 1, 2026
DeepSeek V3380 ms
seed-bootstrap · Aug 1, 2026
Output speed+52 tok/s
Command A118 tok/s
seed-bootstrap · Aug 1, 2026
DeepSeek V366 tok/s
seed-bootstrap · Aug 1, 2026
Input price+$2.23/1M
Command A$2.5/1M
seed-bootstrap · Aug 1, 2026
DeepSeek V3$0.27/1M
seed-bootstrap · Aug 1, 2026
Output price+$8.9/1M
Command A$10/1M
seed-bootstrap · Aug 1, 2026
DeepSeek V3$1.1/1M
seed-bootstrap · Aug 1, 2026
Context window+128k
Command A256k
seed-bootstrap · Aug 1, 2026
DeepSeek V3128k
seed-bootstrap · Aug 1, 2026
BenchmarkCommand ADeepSeek V3Advantage Delta
Preference Elo
1,344
seed-bootstrap · Aug 1, 2026
1,310
seed-bootstrap · Aug 1, 2026
+34
LiveBench
56.2%
seed-bootstrap · Aug 1, 2026
55.4%
seed-bootstrap · Aug 1, 2026
+0.8%
SWE-bench
42.6%
seed-bootstrap · Aug 1, 2026
48.6%
seed-bootstrap · Aug 1, 2026
+6%
GPQA Diamond
66%
seed-bootstrap · Aug 1, 2026
59.1%
seed-bootstrap · Aug 1, 2026
+6.9%
Time to first token
175 ms
seed-bootstrap · Aug 1, 2026
380 ms
seed-bootstrap · Aug 1, 2026
+205 ms
Output speed
118 tok/s
seed-bootstrap · Aug 1, 2026
66 tok/s
seed-bootstrap · Aug 1, 2026
+52 tok/s
Input price
$2.5/1M
seed-bootstrap · Aug 1, 2026
$0.27/1M
seed-bootstrap · Aug 1, 2026
+$2.23/1M
Output price
$10/1M
seed-bootstrap · Aug 1, 2026
$1.1/1M
seed-bootstrap · Aug 1, 2026
+$8.9/1M
Context window
256k
seed-bootstrap · Aug 1, 2026
128k
seed-bootstrap · Aug 1, 2026
+128k
Interactive Simulator (USD)

Workload Cost & Savings Calculator

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

Save up to 89% with DeepSeek V3
Monthly Volume50M tokens/mo
Quick Presets:
Token Ratio (In vs Out)70% In / 30% Out
RAG / Search (10% out)Coding / Chat (50% out)
Command A$237.50 / mo
In: $87.5Out: $150
DeepSeek V3$25.95 / mo
In: $9.45Out: $16.5
Estimated Cost Delta

DeepSeek V3 is estimated to save $211.55/month ($2,539/year).

Based on 50M tokens (30% gen)

Key Selection Recommendations

  • 1
    DeepSeek V3:Pick DeepSeek V3 when repo-level coding accuracy is the constraint.
  • 2
    Command A:Pick Command A when time-to-first-token matters more than peak Elo.
  • 3
    Command A:Pick Command A as the default general assistant.

Recommended Workload Routing

Repo / coding agentsDeepSeek V3

Higher SWE-bench (48.6%).

High-volume chatDeepSeek V3

Lower output list price ($1.1/1M).

Voice / low-latency UICommand A

Lower TTFT (175 ms).

Long-document RAGCommand A

Larger window (256k).

Screenshots / visionCommand A

Command A is the side marked multimodal in the catalog.

Target WorkloadRecommended PickEvaluation Rationale
Repo / coding agentsDeepSeek V3Higher SWE-bench (48.6%).
High-volume chatDeepSeek V3Lower output list price ($1.1/1M).
Voice / low-latency UICommand ALower TTFT (175 ms).
Long-document RAGCommand ALarger window (256k).
Screenshots / visionCommand ACommand A is the side marked multimodal in the catalog.

Related Editorial Dispatches & Benchmark Notes

View all news
launchMar 13, 2025

Command A: Cohere’s enterprise RAG and tool-use row

Mar 2025. RAG and tools, not a frontier Elo play. Listed so “command a benchmark” has a sourced page.

Community Sentiment

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CompareLLM AI Matrix

Verified Head-to-Head Telemetry

LIVE BENCHMARK
VS
Cohere

Command A

Elo 1,344
SWE-bench42.6%
Speed (tok/s)118 tok/s
Input / 1M Tokens$2.5/1M
Output / 1M Tokens$10/1M
DeepSeek

DeepSeek V3

Elo 1,310
SWE-bench48.6%
Speed (tok/s)66 tok/s
Input / 1M Tokens$0.27/1M
Output / 1M Tokens$1.1/1M

Frequently Asked Questions

Which is better overall, Command A or DeepSeek V3?
Command A has the higher preference Elo in our latest snapshot (1,344). “Better” still depends on coding, price, and latency — see the table.
Which is better at coding, Command A or DeepSeek V3?
DeepSeek V3 leads SWE-bench at 48.6% vs 42.6%. SWE-bench is one harness, not your repo.
Which is cheaper to run in production?
DeepSeek V3 output tokens are $1.1/1M versus $10/1M. Input prices and retry rates still move the real bill.
Which is faster, Command A or DeepSeek V3?
Command A has the lower time-to-first-token (175 ms vs 380 ms). Tokens/sec is a separate column if you care about long completions.
Which has the larger context window?
Command A accepts 256k tokens versus 128k.
Can I self-host either model?
DeepSeek V3 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. Command A and DeepSeek V3 Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.

Related news

  • launch · Mar 13, 2025

    Command A: Cohere’s enterprise RAG and tool-use row

Similar Head-to-Head Comparisons

All Command A matchups →|All DeepSeek V3 matchups →
DeepSeek V3 vs DeepSeek Coder V2 (previous deepseek)DeepSeek V3 vs DeepSeek R1 (next deepseek)DeepSeek V4 Flash vs Command ADeepSeek V4 Pro vs Command ADeepSeek R1 vs Command ADeepSeek Coder V2 vs Command A