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Granite 3.3 8B Instruct vs Particle-1

Particle-1 leads the LLM Stats Score 31.9 to 1.9. Particle-1 is 1.1x cheaper per token.

IBM · Particle AI · Updated for 2026

Which is better?

Particle-1 leads the overall LLM Stats Score 31.9 to 1.9, ranking #133 overall.

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

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

Particle-1 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 Granite 3.3 8B Instruct

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

Choose Particle-1

  • overall performance matters — it scores 31.9 and ranks #133 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
  • cost matters — it's about 1.1x cheaper per token
  • you process long inputs — it offers a 1,048,576 token context window
  • you want the most recent training data — it shipped Oct 2026

At a glance

The differences that matter most.

Core performance indexes
1.9
#351
31.9
#133
2.4
#340
31.2
#135
Cost, coverage & limits
Benchmark wins
0 of 1
1 of 1
Input price
$0.50 / M
$0.25 / M
Output price
$0.50 / M
$1.00 / M
Context window
128,000
1,048,576

Individual benchmarks

14 reported for Granite 3.3 8B Instruct · 3 for Particle-1

1 shared

Granite 3.3 8B Instruct outperforms in 0 benchmarks, while Particle-1 is better at 1 benchmark (MMLU).

Particle-1 significantly outperforms across most benchmarks.

Sat Oct 31 2026 • llm-stats.com

Human preference

Blind head-to-head votes and playground preference scores

Pricing Analysis

Price comparison per million tokens

Particle-1 costs less

For input processing, Granite 3.3 8B Instruct ($0.50/1M tokens) is 2.0x more expensive than Particle-1 ($0.25/1M tokens).

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

In conclusion, Granite 3.3 8B Instruct is more expensive than Particle-1.*

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

Lowest available price from all providers
Sat Oct 31 2026 • llm-stats.com
IBM
Granite 3.3 8B Instruct
Input tokens$0.50
Output tokens$0.50
Best providerReplicate
Particle AI
Particle-1
Input tokens$0.25
Output tokens$1.00
Best providerUnknown Organization
Notice missing or incorrect data?

Context Window

Maximum input and output token capacity

Particle-1 accepts 1,048,576 input tokens compared to Granite 3.3 8B Instruct's 128,000 tokens. Particle-1 can generate longer responses up to 131,072 tokens, while Granite 3.3 8B Instruct is limited to 8,192 tokens.

IBM
Granite 3.3 8B Instruct
Input128,000 tokens
Output8,192 tokens
Particle AI
Particle-1
Input1,048,576 tokens
Output131,072 tokens
Sat Oct 31 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Both Granite 3.3 8B Instruct and Particle-1 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

Particle-1

Text
Images
Audio
Video

License

Usage and distribution terms

Granite 3.3 8B Instruct is licensed under Apache 2.0, while Particle-1 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

Particle-1

Proprietary

Closed source

Release Timeline

When each model was launched

Granite 3.3 8B Instruct was released on 2025-04-16, while Particle-1 was released on 2026-10-28.

Particle-1 is 19 months newer than Granite 3.3 8B Instruct.

Granite 3.3 8B Instruct

Apr 16, 2025

1.5 years ago

Particle-1

Oct 28, 2026

3 days ago

1.5yr newer

Knowledge Cutoff

When training data ends

Granite 3.3 8B Instruct has a documented knowledge cutoff of 2024-04-01, while Particle-1'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 Particle-1's cutoff date.

Granite 3.3 8B Instruct

Apr 2024

Particle-1

—

Provider Availability

Granite 3.3 8B Instruct is available from Replicate. Particle-1 is available from Particle AI.

Granite 3.3 8B Instruct

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

Particle-1

particle-ai logo
Unknown Organization
Input Price:Input: $0.25/1MOutput 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 Particle-1 side-by-side, then vote on the output you prefer.

Granite 3.3 8B Instruct
✓ Preferred
Particle-1
Open in Playground

FAQ

Common questions about Granite 3.3 8B Instruct vs Particle-1.

Which is better, Granite 3.3 8B Instruct or Particle-1?

Particle-1 leads the LLM Stats Score 31.9 to 1.9. Granite 3.3 8B Instruct is made by IBM and Particle-1 is made by Particle AI. 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 Particle-1 in benchmarks?

Granite 3.3 8B Instruct scores HumanEval: 89.7%, AttaQ: 88.5%, HumanEval+: 86.1%, AIME 2024: 81.2%, GSM8k: 80.9%. Particle-1 scores GPQA: 90.4%, BabyVision: 89.2%, MMLU: 86.1%.

Is Granite 3.3 8B Instruct cheaper than Particle-1?

Particle-1 is 2.0x cheaper for input tokens. Granite 3.3 8B Instruct costs $0.50/M input and $0.50/M output via replicate. Particle-1 costs $0.25/M input and $1.00/M output via particle-ai.

What are the context window sizes for Granite 3.3 8B Instruct and Particle-1?

Granite 3.3 8B Instruct supports 128K tokens and Particle-1 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 Granite 3.3 8B Instruct and Particle-1?

Key differences include LLM Stats Score (1.9 vs 31.9), context window (128K vs 1.0M), input pricing ($0.50 vs $0.25/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 Particle-1?

Granite 3.3 8B Instruct is developed by IBM and Particle-1 is developed by Particle AI.