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Gemini 3.1 Flash-Lite vs Mercury 3

Mercury 3 leads the LLM Stats Score 36.1 to 30.5. Mercury 3 is 3.5x cheaper per token.

Google · Inception · Updated for 2026

Which is better?

Mercury 3 leads the overall LLM Stats Score 36.1 to 30.5, ranking #98 overall.

In the 1 individual benchmarks reported for both models, Mercury 3 wins 1; this is a narrower head-to-head signal than the composite indexes.

On price, Mercury 3 is roughly 3.5x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.

Based on current LLM Stats indexes, shared benchmarks, pricing, and model metadata for 2026.

Choose Gemini 3.1 Flash-Lite

  • you want predictable pricing at $0.25/M input and $1.50/M output

Choose Mercury 3

  • overall performance matters — it scores 36.1 and ranks #98 on LLM Stats
  • you value its reported benchmark strengths — it wins 1 of 1 exact shared results
  • cost matters — it's about 3.5x cheaper per token
  • you want the most recent training data — it shipped Oct 2026

At a glance

The differences that matter most.

Core performance indexes
30.5
#138
36.1
#98
30.9
#132
34.8
#103
10.4
#137
19.4
#84
Cost, coverage & limits
Benchmark wins
0 of 1
1 of 1
Input price
$0.25 / M
$0.10 / M
Output price
$1.50 / M
$0.35 / M
Context window
1,000,000
1,000,000

Capability indexes

Additional strengths measured across groups of related public benchmarks

1 shared
Index
Gemini 3.1 Flash-Lite
Mercury 3
13.3#60
23.0#18
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

11 reported for Gemini 3.1 Flash-Lite · 12 for Mercury 3

1 shared

Gemini 3.1 Flash-Lite outperforms in 0 benchmarks, while Mercury 3 is better at 1 benchmark (GPQA).

Mercury 3 significantly outperforms across most benchmarks.

Thu Oct 22 2026 • llm-stats.com

Human preference

Blind head-to-head votes and playground preference scores

Pricing Analysis

Price comparison per million tokens

Mercury 3 costs less

For input processing, Gemini 3.1 Flash-Lite ($0.25/1M tokens) is 2.5x more expensive than Mercury 3 ($0.10/1M tokens).

For output processing, Gemini 3.1 Flash-Lite ($1.50/1M tokens) is 4.3x more expensive than Mercury 3 ($0.35/1M tokens).

In conclusion, Gemini 3.1 Flash-Lite is more expensive than Mercury 3.*

* Using a 3:1 ratio of input to output tokens

Lowest available price from all providers
Thu Oct 22 2026 • llm-stats.com
Google
Gemini 3.1 Flash-Lite
Input tokens$0.25
Output tokens$1.50
Best providerDeepinfra
Inception
Mercury 3
Input tokens$0.10
Output tokens$0.35
Best providerInception
Notice missing or incorrect data?

Context Window

Maximum input and output token capacity

Both models have the same input context window of 1,000,000 tokens. Gemini 3.1 Flash-Lite can generate longer responses up to 1,000,000 tokens, while Mercury 3 is limited to 131,072 tokens.

Google
Gemini 3.1 Flash-Lite
Input1,000,000 tokens
Output1,000,000 tokens
Inception
Mercury 3
Input1,000,000 tokens
Output131,072 tokens
Thu Oct 22 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Gemini 3.1 Flash-Lite supports multimodal inputs, whereas Mercury 3 does not.

Gemini 3.1 Flash-Lite can handle both text and other forms of data like images, making it suitable for multimodal applications.

Gemini 3.1 Flash-Lite

Text
Images
Audio
Video

Mercury 3

Text
Images
Audio
Video

License

Usage and distribution terms

Both models are licensed under proprietary licenses.

Both models have usage restrictions defined by their respective organizations.

Gemini 3.1 Flash-Lite

Proprietary

Closed source

Mercury 3

Proprietary

Closed source

Release Timeline

When each model was launched

Gemini 3.1 Flash-Lite was released on 2026-03-03, while Mercury 3 was released on 2026-10-19.

Mercury 3 is 8 months newer than Gemini 3.1 Flash-Lite.

Gemini 3.1 Flash-Lite

Mar 3, 2026

7 months ago

Mercury 3

Oct 19, 2026

1 days ago

7mo newer

Knowledge Cutoff

When training data ends

Gemini 3.1 Flash-Lite has a documented knowledge cutoff of 2025-01-31, while Mercury 3's cutoff date is not specified.

We can confirm Gemini 3.1 Flash-Lite's training data extends to 2025-01-31, but cannot make a direct comparison without Mercury 3's cutoff date.

Gemini 3.1 Flash-Lite

Jan 2025

Mercury 3

—

Provider Availability

Gemini 3.1 Flash-Lite is available from DeepInfra, Google. Mercury 3 is available from Inception.

Gemini 3.1 Flash-Lite

deepinfra logo
Deepinfra
Input Price:Input: $0.25/1MOutput Price:Output: $1.50/1M
google logo
Google
Input Price:Input: $0.25/1MOutput Price:Output: $1.50/1M

Mercury 3

inception logo
Inception
Input Price:Input: $0.10/1MOutput Price:Output: $0.35/1M
* Prices shown are per million tokens

Outputs Comparison

Notice missing or incorrect data?

Judge for yourself.

Run your own prompts against Gemini 3.1 Flash-Lite and Mercury 3 side-by-side, then vote on the output you prefer.

Gemini 3.1 Flash-Lite
✓ Preferred
Mercury 3
Open in Playground

FAQ

Common questions about Gemini 3.1 Flash-Lite vs Mercury 3.

Which is better, Gemini 3.1 Flash-Lite or Mercury 3?

Mercury 3 leads the LLM Stats Score 36.1 to 30.5. Gemini 3.1 Flash-Lite is made by Google and Mercury 3 is made by Inception. The best choice depends on your use case — compare their capability indexes, individual benchmarks, pricing, and limits above.

How does Gemini 3.1 Flash-Lite compare to Mercury 3 in benchmarks?

Gemini 3.1 Flash-Lite scores MMMLU: 88.9%, GPQA: 86.9%, VideoMMMU: 84.8%, MMMU-Pro: 76.8%, CharXiv-R: 73.2%. Mercury 3 scores GPQA: 89.2%, AA-LCR: 77.7%, IFBench: 76.8%, MRCR v2: 75.5%, DeepSearchQA: 71.3%.

Is Gemini 3.1 Flash-Lite cheaper than Mercury 3?

Mercury 3 is 2.5x cheaper for input tokens. Gemini 3.1 Flash-Lite costs $0.25/M input and $1.50/M output via deepinfra. Mercury 3 costs $0.10/M input and $0.35/M output via inception.

What are the context window sizes for Gemini 3.1 Flash-Lite and Mercury 3?

Gemini 3.1 Flash-Lite supports 1.0M tokens and Mercury 3 supports 1.0M tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between Gemini 3.1 Flash-Lite and Mercury 3?

Key differences include LLM Stats Score (30.5 vs 36.1), input pricing ($0.25 vs $0.10/M), multimodal support (yes vs no). See the full comparison above for benchmark-by-benchmark results.

Who makes Gemini 3.1 Flash-Lite and Mercury 3?

Gemini 3.1 Flash-Lite is developed by Google and Mercury 3 is developed by Inception.