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DeepSeek V3.1 Terminus vs Gemini 4 Argon (batch)

Signal-by-Signal Comparison
SignalDeepSeek V3.1 TerminusDeltaGemini 4 Argon (batch)
Capabilities
67
-33
100
Pricing
99
+4
95
Context window size
83
-13
96
Recency
58
-42
100
Output Capacity
83
-13
96
Overall Result
1 wins
of 5
4 wins
Gemini 4 Argon (batch) wins 4 of 5 signals

Score History

Score History (38 data points)
DeepSeek V3.1 TerminusGemini 4 Argon (batch)
DeepSeek V3.1 Terminus

40

current score

Leader

Tied

right now

Gemini 4 Argon (batch)

40

current score

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

DeepSeek V3.1 Terminus

DeepSeek

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

Gemini 4 Argon (batch)

Google

Per request$0.003500
Daily$11.67
Monthly$350.00
Annual$4200.00

DeepSeek V3.1 Terminus saves you $273.00/month

That's $3276.00/year compared to Gemini 4 Argon (batch) at your current usage level of 100K calls/month.

78% cheaper
Choose DeepSeek V3.1 Terminus for cost optimization

DeepSeek V3.1 Terminus pricing:
Input:$0.27/M tokens
Output:$1.00/M tokens
Gemini 4 Argon (batch) pricing:
Input:$1.00/M tokens
Output:$5.00/M tokens
Tie
DeepSeek V3.1 Terminus

DeepSeek

40

Composite Score

Tie
Gemini 4 Argon (batch)

Google

40

Composite Score

Signal-by-Signal Comparison
MetricDeepSeek V3.1 TerminusGemini 4 Argon (batch)Winner
Overall Score
40
40
--
Rank#376#203
Gemini 4 Argon (batch)
Quality Rank#376#203
Gemini 4 Argon (batch)
Adoption Rank#376#203
Gemini 4 Argon (batch)
Parameters------
Context Window164K1049K
Gemini 4 Argon (batch)
Pricing$0.27/$1.00/M$1.00/$5.00/M--
Signal Scores
Capabilities
67
100
Gemini 4 Argon (batch)
Pricing
99
95
DeepSeek V3.1 Terminus
Context window size
83
96
Gemini 4 Argon (batch)
Recency
58
100
Gemini 4 Argon (batch)
Output Capacity
83
96
Gemini 4 Argon (batch)
Benchmark Head-to-Head(13 benchmarks)
DeepSeek V3.1: 0Gemini 4: 0
DeepSeek V3.1
Gemini 4
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 #376), placing it in the top -29% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100
Gemini 4 Argon (batch)Entry Level

Scores 40/100 (rank #203), 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:

  • High-volume production workloads where API costs must be minimized
  • Step-by-step reasoning and chain-of-thought problem solving
  • Self-hosted deployments where you need full control over the model

Choose Gemini 4 Argon (batch) when you need:

  • Processing long documents or large codebases (1049K token context)
  • Multimodal workflows that require image understanding
  • Step-by-step reasoning and chain-of-thought problem solving
Cost-Performance Analysis
DeepSeek V3.1 TerminusBest Value
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
Gemini 4 Argon (batch)
Input cost$1.00/M tokens
Output cost$5.00/M tokens
Cost per quality point$0.150
Est. monthly (1M tokens/day)$90.00

DeepSeek V3.1 Terminus offers 79% better value per quality point. At 1M tokens/day, you'd spend $19.05/month with DeepSeek V3.1 Terminus vs $90.00/month with Gemini 4 Argon (batch) - a $70.95 monthly difference.

Latency & Speed
DeepSeek V3.1 TerminusFaster
Speed score0/100
Gemini 4 Argon (batch)
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. DeepSeek V3.1 Terminus also offers lower per-token costs for high-volume support

DeepSeek V3.1 Terminus

Long document analysis

Larger context window (1049K tokens) can process longer documents, contracts, and research papers in a single pass

Gemini 4 Argon (batch)

Batch data extraction

Lower output pricing ($1.00/M) reduces costs when processing thousands of records daily

DeepSeek V3.1 Terminus

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

Gemini 4 Argon (batch)
Which Should You Choose?
Our recommendation:
DeepSeek V3.1 Terminus

DeepSeek V3.1 Terminus and Gemini 4 Argon (batch) 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 Cost - 79% lower pricing; better value at scale
  • 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 Google

Consider for specialized use cases.

Capability Comparison
CapabilityDeepSeek V3.1 TerminusGemini 4 Argon (batch)
Vision (Image Input)differs
Function Calling
Streaming
JSON Mode
Reasoning
Web Searchdiffers
Image Output
Monthly Cost Calculator
1,000tokens (600 in / 400 out)
100requests/day (3,000/month)

DeepSeek V3.1 Terminus

DeepSeek

Best Value
$1.69
estimated monthly cost

Gemini 4 Argon (batch)

Google

$7.80
estimated monthly cost

DeepSeek V3.1 Terminus saves you $6.11/month

That's 78% cheaper than Gemini 4 Argon (batch) 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 TerminusGemini 4 Argon (batch)
Context Window164K1.0M
Max Output Tokens147,456943,718
Open SourceYesNo
CreatedSep 22, 2025Oct 13, 2026
Last updated: 58m ago

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