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DeepSeek V3.1 Terminus vs Qwen3 VL 30B A3B Instruct

Signal-by-Signal Comparison
SignalDeepSeek V3.1 TerminusDeltaQwen3 VL 30B A3B Instruct
Capabilities
67
--
67
Pricing
99
0
99
Context window size
83
-3
86
Recency
60
-3
63
Output Capacity
83
+15
67
Overall Result
1 wins
of 5
3 wins
Qwen3 VL 30B A3B Instruct wins 3 of 5 signals

Score History

Score History (37 data points)
DeepSeek V3.1 TerminusQwen3 VL 30B A3B Instruct
DeepSeek V3.1 Terminus

40

current score

Leader

Tied

right now

Qwen3 VL 30B A3B Instruct

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 VL 30B A3B Instruct

Alibaba

Best Value
Per request$0.000450
Daily$1.50
Monthly$45.00
Annual$540.00

Qwen3 VL 30B A3B Instruct saves you $32.00/month

That's $384.00/year compared to DeepSeek V3.1 Terminus at your current usage level of 100K calls/month.

42% cheaper
Choose Qwen3 VL 30B A3B Instruct for cost optimization

DeepSeek V3.1 Terminus pricing:
Input:$0.27/M tokens
Output:$1.00/M tokens
Qwen3 VL 30B A3B Instruct pricing:
Input:$0.15/M tokens
Output:$0.60/M tokens
Tie
DeepSeek V3.1 Terminus

DeepSeek

40

Composite Score

Tie
Qwen3 VL 30B A3B Instruct

Alibaba

40

Composite Score

Signal-by-Signal Comparison
MetricDeepSeek V3.1 TerminusQwen3 VL 30B A3B InstructWinner
Overall Score
40
40
--
Rank#381#379
Qwen3 VL 30B A3B Instruct
Quality Rank#381#379
Qwen3 VL 30B A3B Instruct
Adoption Rank#381#379
Qwen3 VL 30B A3B Instruct
Parameters--30B--
Context Window164K262K
Qwen3 VL 30B A3B Instruct
Pricing$0.27/$1.00/M$0.15/$0.60/M--
Signal Scores
Capabilities
67
67
DeepSeek V3.1 Terminus
Pricing
99
99
Qwen3 VL 30B A3B Instruct
Context window size
83
86
Qwen3 VL 30B A3B Instruct
Recency
60
63
Qwen3 VL 30B A3B Instruct
Output Capacity
83
67
DeepSeek V3.1 Terminus
Benchmark Head-to-Head(13 benchmarks)
DeepSeek V3.1: 0Qwen3 VL: 0
DeepSeek V3.1
Qwen3 VL
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 VL 30B A3B InstructEntry Level

Scores 40/100 (rank #379), placing it in the top -30% 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 VL 30B A3B Instruct when you need:

  • High-volume production workloads where API costs must be minimized
  • Processing long documents or large codebases (262K token context)
  • Multimodal workflows that require image understanding
  • Self-hosted deployments where you need full control over the model
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 VL 30B A3B InstructBest Value
Input cost$0.15/M tokens
Output cost$0.60/M tokens
Cost per quality point$0.019
Est. monthly (1M tokens/day)$11.25

Qwen3 VL 30B A3B Instruct offers 41% better value per quality point. At 1M tokens/day, you'd spend $11.25/month with Qwen3 VL 30B A3B Instruct vs $19.05/month with DeepSeek V3.1 Terminus - a $7.80 monthly difference.

Latency & Speed
DeepSeek V3.1 TerminusFaster
Speed score0/100
Qwen3 VL 30B A3B Instruct
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 VL 30B A3B Instruct also offers lower per-token costs for high-volume support

DeepSeek V3.1 Terminus

Long document analysis

Larger context window (262K tokens) can process longer documents, contracts, and research papers in a single pass

Qwen3 VL 30B A3B Instruct

Batch data extraction

Lower output pricing ($0.60/M) reduces costs when processing thousands of records daily

Qwen3 VL 30B A3B Instruct

Creative writing & content

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

DeepSeek V3.1 Terminus

Image understanding & OCR

Supports vision input - can analyze screenshots, diagrams, photos, and scanned documents directly

Qwen3 VL 30B A3B Instruct
Which Should You Choose?
Our recommendation:
DeepSeek V3.1 Terminus

DeepSeek V3.1 Terminus and Qwen3 VL 30B A3B Instruct 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 - 41% lower pricing; better value at scale
Capability Comparison
CapabilityDeepSeek V3.1 TerminusQwen3 VL 30B A3B Instruct
Vision (Image Input)differs
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 VL 30B A3B Instruct

Alibaba

Best Value
$0.9900
estimated monthly cost

Qwen3 VL 30B A3B Instruct saves you $0.6960/month

That's 41% 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 VL 30B A3B Instruct
Context Window164K262K
Max Output Tokens147,45616,384
Open SourceYesYes
CreatedSep 22, 2025Oct 6, 2025
Last updated: 41m ago

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