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GPT-5.2 Codex vs Inkling 2 Small

Inkling 2 Small leads the LLM Stats Score 47.1 to 33.7. Inkling 2 Small is 10.1x cheaper per token.

OpenAI · Thinking Machines Lab · Updated for 2026

Which is better?

Inkling 2 Small leads the overall LLM Stats Score 47.1 to 33.7, ranking #41 overall.

On price, Inkling 2 Small is roughly 10.1x cheaper per token on a blended 3:1 input/output basis, which adds up quickly at production volume.

GPT-5.2 Codex also accepts a larger context window (400,000 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 GPT-5.2 Codex

  • you process long inputs — it offers a 400,000 token context window

Choose Inkling 2 Small

  • overall performance matters — it scores 47.1 and ranks #41 on LLM Stats
  • your work emphasizes reasoning and coding — it leads those capability indexes
  • cost matters — it's about 10.1x cheaper per token
  • you want the most recent training data — it shipped Nov 2026

At a glance

The differences that matter most.

Core performance indexes
33.7
#124
47.1
#41
34.2
#114
47.8
#26
24.5
#95
36.2
#35
18.5
#98
33.3
#39
Cost, coverage & limits
Benchmark wins
—
—
Input price
$1.75 / M
$0.30 / M
Output price
$14.00 / M
$1.00 / M
Context window
400,000
256,000

Individual benchmarks

3 reported for GPT-5.2 Codex · 11 for Inkling 2 Small

No common benchmarks found

GPT-5.2 Codex 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, GPT-5.2 Codex ($1.75/1M tokens) is 5.8x more expensive than Inkling 2 Small ($0.30/1M tokens).

For output processing, GPT-5.2 Codex ($14.00/1M tokens) is 14.0x more expensive than Inkling 2 Small ($1.00/1M tokens).

In conclusion, GPT-5.2 Codex is more expensive than Inkling 2 Small.*

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

Lowest available price from all providers
Thu Nov 12 2026 • llm-stats.com
OpenAI
GPT-5.2 Codex
Input tokens$1.75
Output tokens$14.00
Best providerOpenAI
Thinking Machines Lab
Inkling 2 Small
Input tokens$0.30
Output tokens$1.00
Best providerUnknown Organization
Notice missing or incorrect data?

Context Window

Maximum input and output token capacity

GPT-5.2 Codex accepts 400,000 input tokens compared to Inkling 2 Small's 256,000 tokens. Only GPT-5.2 Codex specifies output context (128,000 tokens).

OpenAI
GPT-5.2 Codex
Input400,000 tokens
Output128,000 tokens
Thinking Machines Lab
Inkling 2 Small
Input256,000 tokens
Output- tokens
Thu Nov 12 2026 • llm-stats.com

Input capabilities

Documented input modalities across available providers

Both GPT-5.2 Codex and Inkling 2 Small support multimodal inputs.

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

GPT-5.2 Codex

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.

GPT-5.2 Codex

Proprietary

Closed source

Inkling 2 Small

Proprietary

Closed source

Release Timeline

When each model was launched

GPT-5.2 Codex was released on 2026-01-14, while Inkling 2 Small was released on 2026-11-05.

Inkling 2 Small is 10 months newer than GPT-5.2 Codex.

GPT-5.2 Codex

Jan 14, 2026

10 months ago

Inkling 2 Small

Nov 5, 2026

5 days ago

9mo newer

Knowledge Cutoff

When training data ends

Neither model specifies a knowledge cutoff date.

Unable to compare the recency of their training data.

No cutoff dates available

Provider Availability

GPT-5.2 Codex is available from OpenAI. Inkling 2 Small is available from Thinking Machines Lab.

GPT-5.2 Codex

openai logo
OpenAI
Input Price:Input: $1.75/1MOutput Price:Output: $14.00/1M

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 GPT-5.2 Codex and Inkling 2 Small side-by-side, then vote on the output you prefer.

GPT-5.2 Codex
✓ Preferred
Inkling 2 Small
Open in Playground

FAQ

Common questions about GPT-5.2 Codex vs Inkling 2 Small.

Which is better, GPT-5.2 Codex or Inkling 2 Small?

Inkling 2 Small leads the LLM Stats Score 47.1 to 33.7. GPT-5.2 Codex is made by OpenAI 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 GPT-5.2 Codex compare to Inkling 2 Small in benchmarks?

GPT-5.2 Codex scores LiveBench: 74.3%, Terminal-Bench 2.0: 64.0%, SWE-Bench Pro: 56.4%. Inkling 2 Small scores GPQA: 93.0%, BrowseComp: 90.2%, CharXiv-R: 85.6%, MCP Atlas: 85.0%, SWE-Bench Verified: 82.2%.

Is GPT-5.2 Codex cheaper than Inkling 2 Small?

Inkling 2 Small is 5.8x cheaper for input tokens. GPT-5.2 Codex costs $1.75/M input and $14.00/M output via openai. Inkling 2 Small costs $0.30/M input and $1.00/M output via thinking-machines.

What are the context window sizes for GPT-5.2 Codex and Inkling 2 Small?

GPT-5.2 Codex supports 400K 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 GPT-5.2 Codex and Inkling 2 Small?

Key differences include LLM Stats Score (33.7 vs 47.1), context window (400K vs 256K), input pricing ($1.75 vs $0.30/M). See the full comparison above for benchmark-by-benchmark results.

Who makes GPT-5.2 Codex and Inkling 2 Small?

GPT-5.2 Codex is developed by OpenAI and Inkling 2 Small is developed by Thinking Machines Lab.