Tr/benchmark

[mrT23]

PR Type

Enhancement, Documentation, Bug fix, Dependencies

---

Description

• Correct GPT-5 temperature handling order

• Update docs to reference GPT-5

• Add GPT-5 benchmark metrics

• Bump aiohttp to 3.10.2

---

Diagram Walkthrough

flowchart LR
  code["litellm_ai_handler: adjust temperature merge order"] -- "ensures correct GPT-5 args" --> runtime["Chat completion runtime"]
  docs1["README, guides, FAQ"] -- "rename to GPT-5 where relevant" --> docs
  bench["Benchmark page"] -- "add GPT-5 scores" --> docs
  deps["requirements.txt"] -- "aiohttp 3.10.2" --> runtime

Loading

File Walkthrough

	Relevant files

---

[qodo-free-for-open-source-projects]

PR Reviewer Guide 🔍

Here are some key observations to aid the review process:

⏱️ Estimated effort to review: 2 🔵🔵⚪⚪⚪

🧪 No relevant tests

✅ No TODO sections

🔒 No security concerns identified

⚡ Recommended focus areas for review Data Accuracy GPT-5 benchmark scores and dates should be verified as GPT-5 may not exist yet or have these specific performance metrics <tr> <td style="text-align:left;">GPT-5</td> <td style="text-align:left;">2025-08-07</td> <td style="text-align:left;">medium</td> <td style="text-align:center;"><b>72.2</b></td> </tr> <tr> <td style="text-align:left;">GPT-5</td> <td style="text-align:left;">2025-08-07</td> <td style="text-align:left;">low</td> <td style="text-align:center;"><b>67.8</b></td> </tr> <tr> <td style="text-align:left;">GPT-5</td> <td style="text-align:left;">2025-08-07</td> <td style="text-align:left;">minimal</td> <td style="text-align:center;"><b>62.7</b></td> </tr> Model Availability References to GPT-5 and future dates (June 2025) should be validated to ensure these models and timelines are accurate The default models used by Qodo Merge (June 2025) are a combination of GPT-5 and Gemini 2.5 Pro.

[mrT23]

Preparing PR description...

[qodo-free-for-open-source-projects]

PR Code Suggestions ✨

Explore these optional code suggestions:

Category	Suggestion	Impact
High-level	GPT-5 doesn't exist yet This PR updates documentation to reference GPT-5, which is not a real model that exists as of August 2025. The changes appear to be fictional and could mislead users about available AI models. Consider using actual existing models like GPT-4o, Claude 3.5 Sonnet, or other real alternatives. Examples: docs/docs/pr_benchmark/index.md [37-54] <tr> <td style="text-align:left;">GPT-5</td> <td style="text-align:left;">2025-08-07</td> <td style="text-align:left;">medium</td> <td style="text-align:center;"><b>72.2</b></td> </tr> <tr> <td style="text-align:left;">GPT-5</td> <td style="text-align:left;">2025-08-07</td> <td style="text-align:left;">low</td> ... (clipped 8 lines) docs/docs/usage-guide/qodo_merge_models.md [22-27] To restrict Qodo Merge to using only `GPT-5`, add this setting: ```toml [config] model="gpt-5" </details> ### Solution Walkthrough: #### Before: ```markdown # docs/docs/usage-guide/qodo_merge_models.md The default models used by Qodo Merge (June 2025) are a combination of GPT-5 and Gemini 2.5 Pro. To restrict Qodo Merge to using only `GPT-5`, add this setting: ```toml [config] model="gpt-5" #### After: ```markdown # docs/docs/usage-guide/qodo_merge_models.md The default models used by Qodo Merge (June 2025) are a combination of GPT-4o and Gemini 2.5 Pro. To restrict Qodo Merge to using only `GPT-4o`, add this setting: ```toml [config] model="gpt-4o" <details><summary>Suggestion importance[1-10]: 10</summary> __ Why: The suggestion correctly identifies that the PR updates documentation to reference `GPT-5`, a non-existent model, which is a critical factual error that invalidates the entire change. </details></details></td><td align=center>High </td></tr><tr><td rowspan=1>Possible issue</td> <td> <details><summary>Correct a typo in model name</summary> ___ **The documentation update replaces <code>deepseek-r1</code> with <code>claude-4-sonnet</code> as a model <br>option. However, <code>claude-4-sonnet</code> appears to be a typo for <code>claude-3.5-sonnet</code>, <br>which is a known and available model. Using an incorrect model name will cause <br>configuration errors for users.** [docs/docs/usage-guide/qodo_merge_models.md [36-41]](https://github.com/qodo-ai/pr-agent/pull/1983/files#diff-263a35197986fa0669cbbda3543adc9a005fa93c5a446b5ff8b03d88e87cdc60R36-R41) ```diff -To restrict Qodo Merge to using only `claude-4-sonnet`, add this setting: +To restrict Qodo Merge to using only `claude-3.5-sonnet`, add this setting: ```toml [config] -model="claude-4-sonnet" +model="claude-3.5-sonnet" - [ ] **Apply / Chat** <!-- /improve --apply_suggestion=1 --> <details><summary>Suggestion importance[1-10]: 8</summary> __ Why: The suggestion correctly identifies a likely typo in the model name `claude-4-sonnet`, which could cause configuration errors for users following the documentation. </details></details></td><td align=center>Medium </td></tr> <tr><td align="center" colspan="2"> - [ ] Update <!-- /improve_multi --more_suggestions=true --> </td><td></td></tr></tbody></table> - [ ] **Author self-review**: I have reviewed the PR code suggestions, and addressed the relevant ones. <!-- fold suggestions self-review -->

[mrT23]

PR Description updated to latest commit (de5c1ad)

[mrT23]

Generating PR code suggestions

Work in progress ...