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Gemini 1.5 Flash 8B vs Inkling 2 Small

Inkling 2 Small leads the LLM Stats Score 47.2 to -1.3. Gemini 1.5 Flash 8B is 3.7x cheaper per token.

Google · Thinking Machines Lab · Updated for 2026

Which is better?

Inkling 2 Small leads the overall LLM Stats Score 47.2 to -1.3, ranking #39 overall.

In the 1 individual benchmarks reported for both models, Inkling 2 Small wins 1; this is a narrower head-to-head signal than the composite indexes.

On price, Gemini 1.5 Flash 8B is roughly 3.7x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.

Gemini 1.5 Flash 8B also accepts a larger context window (1,048,576 input tokens), making it the stronger choice for long documents and large codebases.

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

Choose Gemini 1.5 Flash 8B

  • cost matters — it's about 3.7x cheaper per token
  • you process long inputs — it offers a 1,048,576 token context window

Choose Inkling 2 Small

  • overall performance matters — it scores 47.2 and ranks #39 on LLM Stats
  • your work emphasizes reasoning — it leads those capability indexes
  • you value its reported benchmark strengths — it wins 1 of 1 exact shared results
  • you want the most recent training data — it shipped Nov 2026

At a glance

The differences that matter most.

Gemini 1.5 Flash 8B
Google
Inkling 2 Small
Thinking Machines Lab
Core performance indexes
LLM Stats Score
-1.3
#374
47.2
#39
Reasoning
-1.0
#364
47.9
#24
Cost, coverage & limits
Benchmark wins
0 of 1
1 of 1
Input price
$0.07 / M
$0.30 / M
Output price
$0.30 / M
$1.00 / M
Context window
1,048,576
256,000

Capability indexes

Additional strengths measured across groups of related public benchmarks

2 shared
Index
Gemini 1.5 Flash 8B
Inkling 2 Small
Vision
-2.7#222
29.4#45
Multimodal
-0.1#178
28.9#42
Conservative TrueSkill rating · higher is betterHow scores work

Individual benchmarks

13 reported for Gemini 1.5 Flash 8B · 11 for Inkling 2 Small

1 shared

Gemini 1.5 Flash 8B outperforms in 0 benchmarks, while Inkling 2 Small is better at 1 benchmark (GPQA).

Inkling 2 Small significantly outperforms across most benchmarks.

Mon Nov 09 2026 • llm-stats.com

Human preference

Blind head-to-head votes and playground preference scores

Pricing Analysis

Price comparison per million tokens

Gemini 1.5 Flash 8B costs less

For input processing, Gemini 1.5 Flash 8B ($0.07/1M tokens) is 4.3x cheaper than Inkling 2 Small ($0.30/1M tokens).

For output processing, Gemini 1.5 Flash 8B ($0.30/1M tokens) is 3.3x cheaper than Inkling 2 Small ($1.00/1M tokens).

In conclusion, Inkling 2 Small is more expensive than Gemini 1.5 Flash 8B.*

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

Lowest available price from all providers
Mon Nov 09 2026 • llm-stats.com
Google
Gemini 1.5 Flash 8B
Input tokens$0.07
Output tokens$0.30
Best providerGoogle
Thinking Machines Lab
Inkling 2 Small
Input tokens$0.30
Output tokens$1.00
Best providerUnknown Organization
Notice missing or incorrect data?

Model Size

Parameter count comparison

586.0B diff

Inkling 2 Small has 586.0B more parameters than Gemini 1.5 Flash 8B, making it 7325.0% larger.

Google
Gemini 1.5 Flash 8B
8.0Bparameters
Thinking Machines Lab
Inkling 2 Small
594.0Bparameters
8.0B
Gemini 1.5 Flash 8B
594.0B
Inkling 2 Small

Context Window

Maximum input and output token capacity

Gemini 1.5 Flash 8B accepts 1,048,576 input tokens compared to Inkling 2 Small's 256,000 tokens. Only Gemini 1.5 Flash 8B specifies output context (8,192 tokens).

Google
Gemini 1.5 Flash 8B
Input1,048,576 tokens
Output8,192 tokens
Thinking Machines Lab
Inkling 2 Small
Input256,000 tokens
Output- tokens
Mon Nov 09 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Both Gemini 1.5 Flash 8B and Inkling 2 Small support multimodal inputs.

They are both capable of processing various types of data, offering versatility in application.

Gemini 1.5 Flash 8B

Text
Images
Audio
Video

Inkling 2 Small

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 1.5 Flash 8B

Proprietary

Closed source

Inkling 2 Small

Proprietary

Closed source

Release Timeline

When each model was launched

Gemini 1.5 Flash 8B was released on 2024-03-15, while Inkling 2 Small was released on 2026-11-05.

Inkling 2 Small is 32 months newer than Gemini 1.5 Flash 8B.

Gemini 1.5 Flash 8B

Mar 15, 2024

2.7 years ago

Inkling 2 Small

Nov 5, 2026

4 days ago

2.6yr newer

Knowledge Cutoff

When training data ends

Gemini 1.5 Flash 8B has a documented knowledge cutoff of 2024-10-01, while Inkling 2 Small's cutoff date is not specified.

We can confirm Gemini 1.5 Flash 8B's training data extends to 2024-10-01, but cannot make a direct comparison without Inkling 2 Small's cutoff date.

Gemini 1.5 Flash 8B

Oct 2024

Inkling 2 Small

—

Provider Availability

Gemini 1.5 Flash 8B is available from Google. Inkling 2 Small is available from Thinking Machines Lab.

Gemini 1.5 Flash 8B

google logo
Google
Input Price:Input: $0.07/1MOutput Price:Output: $0.30/1M

Inkling 2 Small

thinking-machines logo
Unknown Organization
Input Price:Input: $0.30/1MOutput Price:Output: $1.00/1M
* Prices shown are per million tokens

Outputs Comparison

Notice missing or incorrect data?

Judge for yourself.

Run your own prompts against Gemini 1.5 Flash 8B and Inkling 2 Small side-by-side, then vote on the output you prefer.

Gemini 1.5 Flash 8B
✓ Preferred
Inkling 2 Small
Open in Playground

FAQ

Common questions about Gemini 1.5 Flash 8B vs Inkling 2 Small.

Which is better, Gemini 1.5 Flash 8B or Inkling 2 Small?

Inkling 2 Small leads the LLM Stats Score 47.2 to -1.3. Gemini 1.5 Flash 8B is made by Google and Inkling 2 Small is made by Thinking Machines Lab. The best choice depends on your use case — compare their capability indexes, individual benchmarks, pricing, and limits above.

How does Gemini 1.5 Flash 8B compare to Inkling 2 Small in benchmarks?

Gemini 1.5 Flash 8B scores XSTest: 92.6%, FLEURS: 86.4%, Natural2Code: 75.5%, WMT23: 72.6%, Video-MME: 66.2%. Inkling 2 Small scores GPQA: 93.0%, BrowseComp: 90.2%, CharXiv-R: 85.6%, MCP Atlas: 85.0%, SWE-Bench Verified: 82.2%.

Is Gemini 1.5 Flash 8B cheaper than Inkling 2 Small?

Gemini 1.5 Flash 8B is 4.3x cheaper for input tokens. Gemini 1.5 Flash 8B costs $0.07/M input and $0.30/M output via google. Inkling 2 Small costs $0.30/M input and $1.00/M output via thinking-machines.

What are the context window sizes for Gemini 1.5 Flash 8B and Inkling 2 Small?

Gemini 1.5 Flash 8B supports 1.0M tokens and Inkling 2 Small supports 256K tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between Gemini 1.5 Flash 8B and Inkling 2 Small?

Key differences include LLM Stats Score (-1.3 vs 47.2), context window (1.0M vs 256K), input pricing ($0.07 vs $0.30/M). See the full comparison above for benchmark-by-benchmark results.

Who makes Gemini 1.5 Flash 8B and Inkling 2 Small?

Gemini 1.5 Flash 8B is developed by Google and Inkling 2 Small is developed by Thinking Machines Lab.

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