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Inkling 2 Small vs Phi 4

Inkling 2 Small leads the LLM Stats Score 47.1 to 4.8. Phi 4 is 5.4x cheaper per token.

Thinking Machines Lab · Microsoft · Updated for 2026

Which is better?

Inkling 2 Small leads the overall LLM Stats Score 47.1 to 4.8, ranking #40 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, Phi 4 is roughly 5.4x 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 Inkling 2 Small

  • overall performance matters — it scores 47.1 and ranks #40 on LLM Stats
  • your work emphasizes reasoning and coding — it leads those capability indexes
  • you value its reported benchmark strengths — it wins 1 of 1 exact shared results
  • you process long inputs — it offers a 256,000 token context window
  • you want the most recent training data — it shipped Nov 2026

Choose Phi 4

  • cost matters — it's about 5.4x cheaper per token
  • you need open weights you can self-host or fine-tune

At a glance

The differences that matter most.

Core performance indexes
47.1
#40
4.8
#339
47.9
#25
5.9
#328
36.2
#35
3.3
#256
Cost, coverage & limits
Benchmark wins
1 of 1
0 of 1
Input price
$0.30 / M
$0.07 / M
Output price
$1.00 / M
$0.14 / M
Context window
256,000
16,384

Individual benchmarks

11 reported for Inkling 2 Small · 13 for Phi 4

1 shared

Inkling 2 Small outperforms in 1 benchmarks (GPQA), while Phi 4 is better at 0 benchmarks.

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

Phi 4 costs less

For input processing, Inkling 2 Small ($0.30/1M tokens) is 4.3x more expensive than Phi 4 ($0.07/1M tokens).

For output processing, Inkling 2 Small ($1.00/1M tokens) is 7.1x more expensive than Phi 4 ($0.14/1M tokens).

In conclusion, Inkling 2 Small is more expensive than Phi 4.*

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

Lowest available price from all providers
Mon Nov 09 2026 • llm-stats.com
Thinking Machines Lab
Inkling 2 Small
Input tokens$0.30
Output tokens$1.00
Best providerUnknown Organization
Microsoft
Phi 4
Input tokens$0.07
Output tokens$0.14
Best providerDeepinfra
Notice missing or incorrect data?

Model Size

Parameter count comparison

579.3B diff

Inkling 2 Small has 579.3B more parameters than Phi 4, making it 3940.8% larger.

Thinking Machines Lab
Inkling 2 Small
594.0Bparameters
Microsoft
Phi 4
14.7Bparameters
594.0B
Inkling 2 Small
14.7B
Phi 4

Context Window

Maximum input and output token capacity

Inkling 2 Small accepts 256,000 input tokens compared to Phi 4's 16,384 tokens. Only Phi 4 specifies output context (16,384 tokens).

Thinking Machines Lab
Inkling 2 Small
Input256,000 tokens
Output- tokens
Microsoft
Phi 4
Input16,384 tokens
Output16,384 tokens
Mon Nov 09 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Inkling 2 Small supports multimodal inputs, whereas Phi 4 does not.

Inkling 2 Small can handle both text and other forms of data like images, making it suitable for multimodal applications.

Inkling 2 Small

Text
Images
Audio
Video

Phi 4

Text
Images
Audio
Video

License

Usage and distribution terms

Inkling 2 Small is licensed under a proprietary license, while Phi 4 uses MIT.

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

Inkling 2 Small

Proprietary

Closed source

Phi 4

MIT

Open weights

Release Timeline

When each model was launched

Inkling 2 Small was released on 2026-11-05, while Phi 4 was released on 2024-12-12.

Inkling 2 Small is 23 months newer than Phi 4.

Inkling 2 Small

Nov 5, 2026

4 days ago

1.9yr newer
Phi 4

Dec 12, 2024

1.9 years ago

Knowledge Cutoff

When training data ends

Phi 4 has a documented knowledge cutoff of 2024-06-01, while Inkling 2 Small's cutoff date is not specified.

We can confirm Phi 4's training data extends to 2024-06-01, but cannot make a direct comparison without Inkling 2 Small's cutoff date.

Inkling 2 Small

—

Phi 4

Jun 2024

Provider Availability

Inkling 2 Small is available from Thinking Machines Lab. Phi 4 is available from DeepInfra.

Inkling 2 Small

thinking-machines logo
Unknown Organization
Input Price:Input: $0.30/1MOutput Price:Output: $1.00/1M

Phi 4

deepinfra logo
Deepinfra
Input Price:Input: $0.07/1MOutput Price:Output: $0.14/1M
* Prices shown are per million tokens

Outputs Comparison

Notice missing or incorrect data?

Judge for yourself.

Run your own prompts against Inkling 2 Small and Phi 4 side-by-side, then vote on the output you prefer.

Inkling 2 Small
✓ Preferred
Phi 4
Open in Playground

FAQ

Common questions about Inkling 2 Small vs Phi 4.

Which is better, Inkling 2 Small or Phi 4?

Inkling 2 Small leads the LLM Stats Score 47.1 to 4.8. Inkling 2 Small is made by Thinking Machines Lab and Phi 4 is made by Microsoft. The best choice depends on your use case — compare their capability indexes, individual benchmarks, pricing, and limits above.

How does Inkling 2 Small compare to Phi 4 in benchmarks?

Inkling 2 Small scores GPQA: 93.0%, BrowseComp: 90.2%, CharXiv-R: 85.6%, MCP Atlas: 85.0%, SWE-Bench Verified: 82.2%. Phi 4 scores MMLU: 84.8%, HumanEval+: 82.8%, HumanEval: 82.6%, MGSM: 80.6%, MATH: 80.4%.

Is Inkling 2 Small cheaper than Phi 4?

Phi 4 is 4.3x cheaper for input tokens. Inkling 2 Small costs $0.30/M input and $1.00/M output via thinking-machines. Phi 4 costs $0.07/M input and $0.14/M output via deepinfra.

What are the context window sizes for Inkling 2 Small and Phi 4?

Inkling 2 Small supports 256K tokens and Phi 4 supports 16K tokens. A larger context window lets you process longer documents, conversations, or codebases in a single request.

What are the main differences between Inkling 2 Small and Phi 4?

Key differences include LLM Stats Score (47.1 vs 4.8), context window (256K vs 16K), input pricing ($0.30 vs $0.07/M), multimodal support (yes vs no), licensing (Proprietary vs MIT). See the full comparison above for benchmark-by-benchmark results.

Who makes Inkling 2 Small and Phi 4?

Inkling 2 Small is developed by Thinking Machines Lab and Phi 4 is developed by Microsoft.