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DeepSeek Flash Latest vs Gemini 3.7 Flash (batch)

Signal-by-Signal Comparison
SignalDeepSeek Flash LatestDeltaGemini 3.7 Flash (batch)
Capabilities
83
-17
100
Pricing
99
+1
98
Context window size
96
--
96
Recency
100
--
100
Output Capacity
96
+19
77
Overall Result
2 wins
of 5
1 wins
DeepSeek Flash Latest wins 2 of 5 signals

Score History

Score History (6 data points)
DeepSeek Flash LatestGemini 3.7 Flash (batch)
DeepSeek Flash Latest

40

current score

Leader

Tied

right now

Gemini 3.7 Flash (batch)

40

current score

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

DeepSeek Flash Latest

~deepseek

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

Gemini 3.7 Flash (batch)

Google

Per request$0.001312
Daily$4.38
Monthly$131.25
Annual$1575.00

DeepSeek Flash Latest saves you $86.25/month

That's $1035.00/year compared to Gemini 3.7 Flash (batch) at your current usage level of 100K calls/month.

66% cheaper
Choose DeepSeek Flash Latest for cost optimization

DeepSeek Flash Latest pricing:
Input:$0.15/M tokens
Output:$0.60/M tokens
Gemini 3.7 Flash (batch) pricing:
Input:$0.38/M tokens
Output:$1.88/M tokens
Tie
DeepSeek Flash Latest

~deepseek

40

Composite Score

Tie
Gemini 3.7 Flash (batch)

Google

40

Composite Score

Signal-by-Signal Comparison
MetricDeepSeek Flash LatestGemini 3.7 Flash (batch)Winner
Overall Score
40
40
--
Rank#237#265
DeepSeek Flash Latest
Quality Rank#237#265
DeepSeek Flash Latest
Adoption Rank#237#265
DeepSeek Flash Latest
Parameters------
Context Window1049K1049K--
Pricing$0.15/$0.60/M$0.38/$1.88/M--
Signal Scores
Capabilities
83
100
Gemini 3.7 Flash (batch)
Pricing
99
98
DeepSeek Flash Latest
Context window size
96
96
DeepSeek Flash Latest
Recency
100
100
DeepSeek Flash Latest
Output Capacity
96
77
DeepSeek Flash Latest
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 Flash LatestEntry Level

Scores 40/100 (rank #237), placing it in the top 19% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100
Gemini 3.7 Flash (batch)Entry Level

Scores 40/100 (rank #265), placing it in the top 9% 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 Flash Latest when you need:

  • High-volume production workloads where API costs must be minimized
  • Step-by-step reasoning and chain-of-thought problem solving

Choose Gemini 3.7 Flash (batch) when you need:

  • Step-by-step reasoning and chain-of-thought problem solving
Cost-Performance Analysis
DeepSeek Flash LatestBest 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
Gemini 3.7 Flash (batch)
Input cost$0.38/M tokens
Output cost$1.88/M tokens
Cost per quality point$0.056
Est. monthly (1M tokens/day)$33.75

DeepSeek Flash Latest offers 67% better value per quality point. At 1M tokens/day, you'd spend $11.25/month with DeepSeek Flash Latest vs $33.75/month with Gemini 3.7 Flash (batch) - a $22.50 monthly difference.

Latency & Speed
DeepSeek Flash LatestFaster
Speed score0/100
Gemini 3.7 Flash (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 Flash Latest

Customer support chatbot

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

DeepSeek Flash Latest

Long document analysis

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

DeepSeek Flash Latest

Batch data extraction

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

DeepSeek Flash Latest

Creative writing & content

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

DeepSeek Flash Latest

Image understanding & OCR

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

DeepSeek Flash Latest
Which Should You Choose?
Our recommendation:
DeepSeek Flash Latest

DeepSeek Flash Latest and Gemini 3.7 Flash (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 - 67% 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 Flash LatestGemini 3.7 Flash (batch)
Vision (Image Input)
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 Flash Latest

~deepseek

Best Value
$0.9900
estimated monthly cost

Gemini 3.7 Flash (batch)

Google

$2.92
estimated monthly cost

DeepSeek Flash Latest saves you $1.93/month

That's 66% cheaper than Gemini 3.7 Flash (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 Flash LatestGemini 3.7 Flash (batch)
Context Window1.0M1.0M
Max Output Tokens943,71865,536
Open SourceNoNo
CreatedSep 14, 2026Aug 13, 2026
Last updated: 28m ago

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