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Granite 3.3 8B Instruct vs Inkling 2 Small

Inkling 2 Small leads the LLM Stats Score 47.2 to 1.8. Inkling 2 Small is 1.1x cheaper per token.

IBM · Thinking Machines Lab · Updated for 2026

Which is better?

Inkling 2 Small leads the overall LLM Stats Score 47.2 to 1.8, ranking #40 overall.

On price, Inkling 2 Small is roughly 1.1x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.

Inkling 2 Small also accepts a larger context window (256,000 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 Granite 3.3 8B Instruct

  • you need open weights you can self-host or fine-tune

Choose Inkling 2 Small

  • overall performance matters — it scores 47.2 and ranks #40 on LLM Stats
  • your work emphasizes reasoning and coding — it leads those capability indexes
  • cost matters — it's about 1.1x cheaper per token
  • you process long inputs — it offers a 256,000 token context window
  • you want the most recent training data — it shipped Nov 2026

At a glance

The differences that matter most.

Core performance indexes
1.8
#363
47.2
#40
2.3
#350
48.0
#26
11.0
#197
36.1
#32
Cost, coverage & limits
Benchmark wins
—
—
Input price
$0.50 / M
$0.30 / M
Output price
$0.50 / M
$1.00 / M
Context window
128,000
256,000

Individual benchmarks

14 reported for Granite 3.3 8B Instruct · 11 for Inkling 2 Small

No common benchmarks found

Granite 3.3 8B Instruct and Inkling 2 Smalldon't have any common benchmark datasets to compare. They may have been evaluated on different testing suites.

Human preference

Blind head-to-head votes and playground preference scores

Pricing Analysis

Price comparison per million tokens

Inkling 2 Small costs less

For input processing, Granite 3.3 8B Instruct ($0.50/1M tokens) is 1.7x more expensive than Inkling 2 Small ($0.30/1M tokens).

For output processing, Granite 3.3 8B Instruct ($0.50/1M tokens) is 2.0x cheaper than Inkling 2 Small ($1.00/1M tokens).

In conclusion, Granite 3.3 8B Instruct is more expensive than Inkling 2 Small.*

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

Lowest available price from all providers
Sat Nov 14 2026 • llm-stats.com
IBM
Granite 3.3 8B Instruct
Input tokens$0.50
Output tokens$0.50
Best providerReplicate
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 Granite 3.3 8B Instruct, making it 7325.0% larger.

IBM
Granite 3.3 8B Instruct
8.0Bparameters
Thinking Machines Lab
Inkling 2 Small
594.0Bparameters
8.0B
Granite 3.3 8B Instruct
594.0B
Inkling 2 Small

Context Window

Maximum input and output token capacity

Inkling 2 Small accepts 256,000 input tokens compared to Granite 3.3 8B Instruct's 128,000 tokens. Only Granite 3.3 8B Instruct specifies output context (8,192 tokens).

IBM
Granite 3.3 8B Instruct
Input128,000 tokens
Output8,192 tokens
Thinking Machines Lab
Inkling 2 Small
Input256,000 tokens
Output- tokens
Sat Nov 14 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Both Granite 3.3 8B Instruct and Inkling 2 Small support multimodal inputs.

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

Granite 3.3 8B Instruct

Text
Images
Audio
Video

Inkling 2 Small

Text
Images
Audio
Video

License

Usage and distribution terms

Granite 3.3 8B Instruct is licensed under Apache 2.0, while Inkling 2 Small uses a proprietary license.

License differences may affect how you can use these models in commercial or open-source projects.

Granite 3.3 8B Instruct

Apache 2.0

Open weights

Inkling 2 Small

Proprietary

Closed source

Release Timeline

When each model was launched

Granite 3.3 8B Instruct was released on 2025-04-16, while Inkling 2 Small was released on 2026-11-05.

Inkling 2 Small is 19 months newer than Granite 3.3 8B Instruct.

Granite 3.3 8B Instruct

Apr 16, 2025

1.6 years ago

Inkling 2 Small

Nov 5, 2026

1 weeks ago

1.6yr newer

Knowledge Cutoff

When training data ends

Granite 3.3 8B Instruct has a documented knowledge cutoff of 2024-04-01, while Inkling 2 Small's cutoff date is not specified.

We can confirm Granite 3.3 8B Instruct's training data extends to 2024-04-01, but cannot make a direct comparison without Inkling 2 Small's cutoff date.

Granite 3.3 8B Instruct

Apr 2024

Inkling 2 Small

—

Provider Availability

Granite 3.3 8B Instruct is available from Replicate. Inkling 2 Small is available from Thinking Machines Lab.

Granite 3.3 8B Instruct

replicate logo
Replicate
Input Price:Input: $0.50/1MOutput Price:Output: $0.50/1M

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 Granite 3.3 8B Instruct and Inkling 2 Small side-by-side, then vote on the output you prefer.

Granite 3.3 8B Instruct
✓ Preferred
Inkling 2 Small
Open in Playground

FAQ

Common questions about Granite 3.3 8B Instruct vs Inkling 2 Small.

Which is better, Granite 3.3 8B Instruct or Inkling 2 Small?

Inkling 2 Small leads the LLM Stats Score 47.2 to 1.8. Granite 3.3 8B Instruct is made by IBM 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 Granite 3.3 8B Instruct compare to Inkling 2 Small in benchmarks?

Granite 3.3 8B Instruct scores HumanEval: 89.7%, AttaQ: 88.5%, HumanEval+: 86.1%, AIME 2024: 81.2%, GSM8k: 80.9%. Inkling 2 Small scores GPQA: 93.0%, BrowseComp: 90.2%, CharXiv-R: 85.6%, MCP Atlas: 85.0%, SWE-Bench Verified: 82.2%.

Is Granite 3.3 8B Instruct cheaper than Inkling 2 Small?

Inkling 2 Small is 1.7x cheaper for input tokens. Granite 3.3 8B Instruct costs $0.50/M input and $0.50/M output via replicate. Inkling 2 Small costs $0.30/M input and $1.00/M output via thinking-machines.

What are the context window sizes for Granite 3.3 8B Instruct and Inkling 2 Small?

Granite 3.3 8B Instruct supports 128K 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 Granite 3.3 8B Instruct and Inkling 2 Small?

Key differences include LLM Stats Score (1.8 vs 47.2), context window (128K vs 256K), input pricing ($0.50 vs $0.30/M), licensing (Apache 2.0 vs Proprietary). See the full comparison above for benchmark-by-benchmark results.

Who makes Granite 3.3 8B Instruct and Inkling 2 Small?

Granite 3.3 8B Instruct is developed by IBM and Inkling 2 Small is developed by Thinking Machines Lab.