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DeepSeek V3.1 Terminus vs Qwen3 Coder Flash

vs
Qwen3 Coder Flash

Alibaba

40#382
Signal-by-Signal Comparison
SignalDeepSeek V3.1 TerminusDeltaQwen3 Coder Flash
Capabilities
67
+17
50
Pricing
99
--
99
Context window size
83
-12
95
Recency
60
+1
59
Output Capacity
83
+6
77
Overall Result
3 wins
of 5
1 wins
DeepSeek V3.1 Terminus wins 3 of 5 signals

Score History

Score History (37 data points)
DeepSeek V3.1 TerminusQwen3 Coder Flash
DeepSeek V3.1 Terminus

40

current score

Leader

Tied

right now

Qwen3 Coder Flash

40

current score

LMMarketCap.com
Interactive Price Comparison
100Kcalls/month
1,000tokens (~1,333 chars)
500tokens (~667 chars)

DeepSeek V3.1 Terminus

DeepSeek

Per request$0.000770
Daily$2.57
Monthly$77.00
Annual$924.00

Qwen3 Coder Flash

Alibaba

Best Value
Per request$0.000682
Daily$2.27
Monthly$68.25
Annual$819.00

Qwen3 Coder Flash saves you $8.75/month

That's $105.00/year compared to DeepSeek V3.1 Terminus at your current usage level of 100K calls/month.

11% cheaper
Choose Qwen3 Coder Flash for cost optimization

DeepSeek V3.1 Terminus pricing:
Input:$0.27/M tokens
Output:$1.00/M tokens
Qwen3 Coder Flash pricing:
Input:$0.20/M tokens
Output:$0.97/M tokens
Tie
DeepSeek V3.1 Terminus

DeepSeek

40

Composite Score

Tie
Qwen3 Coder Flash

Alibaba

40

Composite Score

Signal-by-Signal Comparison
MetricDeepSeek V3.1 TerminusQwen3 Coder FlashWinner
Overall Score
40
40
--
Rank#381#382
DeepSeek V3.1 Terminus
Quality Rank#381#382
DeepSeek V3.1 Terminus
Adoption Rank#381#382
DeepSeek V3.1 Terminus
Parameters------
Context Window164K1000K
Qwen3 Coder Flash
Pricing$0.27/$1.00/M$0.20/$0.97/M--
Signal Scores
Capabilities
67
50
DeepSeek V3.1 Terminus
Pricing
99
99
DeepSeek V3.1 Terminus
Context window size
83
95
Qwen3 Coder Flash
Recency
60
59
DeepSeek V3.1 Terminus
Output Capacity
83
77
DeepSeek V3.1 Terminus
Benchmark Head-to-Head(13 benchmarks)
DeepSeek V3.1: 0Qwen3 Coder: 0
DeepSeek V3.1
Qwen3 Coder
Normalized 0-100%
MMLU
88.5%-
MMLU-Pro
75.9%-
GPQA Diamond
59.1%-
MATH-500
90.2%-
HumanEval
82.6%-
SWE-bench Verified
42%-
AIME 2024
39.2%-
GSM8K
96.7%-
IFEval
87.1%-
BBH
87.5%-
Arena Elo
1318-
LiveBench
60.4%-
BigCodeBench
50%-
Benchmark Interpretation

Our score (0-100) is driven by benchmark performance (90%) from Arena Elo ratings, MMLU, GPQA, HumanEval, SWE-bench, and 15+ standardized evaluations. Capabilities and context window serve as tiebreakers (10%). Learn more about our methodology.

DeepSeek V3.1 TerminusEntry Level

Scores 40/100 (rank #381), placing it in the top -31% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100
Qwen3 Coder FlashEntry Level

Scores 40/100 (rank #382), placing it in the top -31% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100

With only a 0-point gap, these models are in the same performance tier. The practical difference in output quality is minimal - your choice should depend on pricing, latency requirements, and specific feature needs.

When to Use Each Model

Choose DeepSeek V3.1 Terminus when you need:

  • Step-by-step reasoning and chain-of-thought problem solving
  • Self-hosted deployments where you need full control over the model

Choose Qwen3 Coder Flash when you need:

  • Processing long documents or large codebases (1000K token context)
Cost-Performance Analysis
DeepSeek V3.1 Terminus
Input cost$0.27/M tokens
Output cost$1.00/M tokens
Cost per quality point$0.032
Est. monthly (1M tokens/day)$19.05
Qwen3 Coder FlashBest Value
Input cost$0.20/M tokens
Output cost$0.97/M tokens
Cost per quality point$0.029
Est. monthly (1M tokens/day)$17.55

Qwen3 Coder Flash offers 8% better value per quality point. At 1M tokens/day, you'd spend $17.55/month with Qwen3 Coder Flash vs $19.05/month with DeepSeek V3.1 Terminus - a $1.50 monthly difference.

Latency & Speed
DeepSeek V3.1 TerminusFaster
Speed score0/100
Qwen3 Coder Flash
Speed score0/100

Both models have comparable response speeds. For most applications, the latency difference is negligible.

When latency matters most: Interactive chatbots, IDE code completion, real-time translation, and user-facing applications where response time directly impacts experience. For batch processing, background summarization, or offline analysis, latency is less critical.

Example Use Cases

Code generation & review

Based on overall model capabilities and architecture for coding tasks like generating functions, debugging, and refactoring

DeepSeek V3.1 Terminus

Customer support chatbot

Suitable for user-facing chat with competitive response times. Qwen3 Coder Flash also offers lower per-token costs for high-volume support

DeepSeek V3.1 Terminus

Long document analysis

Larger context window (1000K tokens) can process longer documents, contracts, and research papers in a single pass

Qwen3 Coder Flash

Batch data extraction

Lower output pricing ($0.97/M) reduces costs when processing thousands of records daily

Qwen3 Coder Flash

Creative writing & content

Higher overall composite score (40/100) correlates with better nuance, coherence, and style in long-form content

DeepSeek V3.1 Terminus
Which Should You Choose?
Our recommendation:
DeepSeek V3.1 Terminus

DeepSeek V3.1 Terminus and Qwen3 Coder Flash are extremely close in overall performance (only 0 points apart). Your best choice depends entirely on which specific strengths matter most for your use case.

by DeepSeek

  • Choose for Quality - Marginally better benchmark scores; both are excellent
  • Choose for Reliability - Higher uptime and faster response speeds
  • Choose for Prototyping - Stronger community support and better developer experience
  • Choose for Production - Wider enterprise adoption and proven at scale

by Alibaba

  • Choose for Cost - 8% lower pricing; better value at scale
Capability Comparison
CapabilityDeepSeek V3.1 TerminusQwen3 Coder Flash
Vision (Image Input)
Function Calling
Streaming
JSON Mode
Reasoningdiffers
Web Search
Image Output
Monthly Cost Calculator
1,000tokens (600 in / 400 out)
100requests/day (3,000/month)

DeepSeek V3.1 Terminus

DeepSeek

$1.69
estimated monthly cost

Qwen3 Coder Flash

Alibaba

Best Value
$1.52
estimated monthly cost

Qwen3 Coder Flash saves you $0.1650/month

That's 10% cheaper than DeepSeek V3.1 Terminus at 1,000 tokens/request and 100 requests/day.

Assumes 60% input / 40% output token ratio per request. Actual costs may vary based on your usage pattern.

Parameters & Context
ParameterDeepSeek V3.1 TerminusQwen3 Coder Flash
Context Window164K1M
Max Output Tokens147,45665,536
Open SourceYesNo
CreatedSep 22, 2025Sep 17, 2025
Last updated: 41m ago

相关对比

DeepSeek V3.1 Terminus vs Qwen3 Coder Flash (2026) | LM Market Cap