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Gemini 3.6 Flash (batch) vs Solar Pro 4

vs
Solar Pro 4

Upstage

40#234
Signal-by-Signal Comparison
SignalGemini 3.6 Flash (batch)DeltaSolar Pro 4
Capabilities
100
+33
67
Benchmarks
78
+78
0
Pricing
96
-4
100
Context window size
96
+5
91
Recency
100
--
100
Output Capacity
80
-5
85
Overall Result
3 wins
of 6
2 wins
Gemini 3.6 Flash (batch) wins 3 of 6 signals

Score History

Score History (2 data points)
Gemini 3.6 Flash (batch)Solar Pro 4
Gemini 3.6 Flash (batch)

79.9

current score

Leader

Gemini 3.6 Flash (batch)

right now

Solar Pro 4

40

current score

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

Gemini 3.6 Flash (batch)

Google

Per request$0.002625
Daily$8.75
Monthly$262.50
Annual$3150.00

Solar Pro 4

Upstage

Best Value
Per request$0.000090
Daily$0.30
Monthly$9.00
Annual$108.00

Solar Pro 4 saves you $253.50/month

That's $3042.00/year compared to Gemini 3.6 Flash (batch) at your current usage level of 100K calls/month.

97% cheaper
Choose Solar Pro 4 for cost optimization

Gemini 3.6 Flash (batch) pricing:
Input:$0.75/M tokens
Output:$3.75/M tokens
Solar Pro 4 pricing:
Input:$0.03/M tokens
Output:$0.12/M tokens
Winner
Gemini 3.6 Flash (batch)

Google

80

Composite Score

Solar Pro 4

Upstage

40

Composite Score

Signal-by-Signal Comparison
MetricGemini 3.6 Flash (batch)Solar Pro 4Winner
Overall Score
80
40
Gemini 3.6 Flash (batch)
Rank#90#234
Gemini 3.6 Flash (batch)
Quality Rank#90#234
Gemini 3.6 Flash (batch)
Adoption Rank#90#234
Gemini 3.6 Flash (batch)
Parameters------
Context Window1049K524K
Gemini 3.6 Flash (batch)
Pricing$0.75/$3.75/M$0.03/$0.12/M--
Signal Scores
Capabilities
100
67
Gemini 3.6 Flash (batch)
Benchmarks
78
--
Gemini 3.6 Flash (batch)
Pricing
96
100
Solar Pro 4
Context window size
96
91
Gemini 3.6 Flash (batch)
Recency
100
100
Gemini 3.6 Flash (batch)
Output Capacity
80
85
Solar Pro 4
Benchmark Head-to-Head(1 benchmarks)
Gemini 3.6: 0Solar Pro: 0
Gemini 3.6
Solar Pro
Normalized 0-100%
Arena Elo
1484-
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.

Gemini 3.6 Flash (batch)Strong Performer

Scores 80/100 (rank #90), placing it in the top 69% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100
Solar Pro 4Entry Level

Scores 40/100 (rank #234), placing it in the top 20% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100

Gemini 3.6 Flash (batch) has a 40-point advantage, which typically translates to noticeably stronger performance on complex reasoning, code generation, and multi-step tasks.

When to Use Each Model

Choose Gemini 3.6 Flash (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

Choose Solar Pro 4 when you need:

  • High-volume production workloads where API costs must be minimized
  • Step-by-step reasoning and chain-of-thought problem solving
Cost-Performance Analysis
Gemini 3.6 Flash (batch)
Input cost$0.75/M tokens
Output cost$3.75/M tokens
Cost per quality point$0.056
Est. monthly (1M tokens/day)$67.50
Solar Pro 4Best Value
Input cost$0.03/M tokens
Output cost$0.12/M tokens
Cost per quality point$0.004
Est. monthly (1M tokens/day)$2.25

Solar Pro 4 offers 97% better value per quality point. At 1M tokens/day, you'd spend $2.25/month with Solar Pro 4 vs $67.50/month with Gemini 3.6 Flash (batch) - a $65.25 monthly difference.

Latency & Speed
Gemini 3.6 Flash (batch)Faster
Speed score0/100
Solar Pro 4
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

Gemini 3.6 Flash (batch)

Customer support chatbot

Suitable for user-facing chat with competitive response times. Solar Pro 4 also offers lower per-token costs for high-volume support

Gemini 3.6 Flash (batch)

Long document analysis

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

Gemini 3.6 Flash (batch)

Batch data extraction

Lower output pricing ($0.12/M) reduces costs when processing thousands of records daily

Solar Pro 4

Creative writing & content

Higher overall composite score (80/100) correlates with better nuance, coherence, and style in long-form content

Gemini 3.6 Flash (batch)

Image understanding & OCR

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

Gemini 3.6 Flash (batch)
Which Should You Choose?
Our recommendation:
Gemini 3.6 Flash (batch)

Gemini 3.6 Flash (batch) clearly outperforms Solar Pro 4 with a significant 39.900000000000006-point lead. For most general use cases, Gemini 3.6 Flash (batch) is the stronger choice. However, Solar Pro 4 may still excel in niche scenarios.

by Google

  • 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 Upstage

  • Choose for Cost - 97% lower pricing; better value at scale
Capability Comparison
CapabilityGemini 3.6 Flash (batch)Solar Pro 4
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)

Gemini 3.6 Flash (batch)

Google

$5.85
estimated monthly cost

Solar Pro 4

Upstage

Best Value
$0.1980
estimated monthly cost

Solar Pro 4 saves you $5.65/month

That's 97% cheaper than Gemini 3.6 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
ParameterGemini 3.6 Flash (batch)Solar Pro 4
Context Window1.0M524K
Max Output Tokens65,536131,072
Open SourceNoNo
CreatedJul 21, 2026Aug 10, 2026
Last updated: 11m ago

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Gemini 3.6 Flash (batch) vs Solar Pro 4 (2026) | LM Market Cap