aiXcodervsGemini Code Assist
Generated from the two spec rows. Green marks the better value where a spec has a clear direction. Everything else is just different.
aiXcoder
aiXcoder · IDE extension
#171MCP
Panel
5.32 spec wins
- Reliability
- 5.0
- Usefulness
- 5.7
- Cost
- 5.0
- Longevity
- 5.5
“The suite includes something called Math2Code, which is either a compiler or a threat.”
Gemini Code Assist
Google · IDE extension
#91MCP
Panel
5.70 spec wins
- Reliability
- 5.5
- Usefulness
- 5.7
- Cost
- 5.5
- Longevity
- 6.0
“Installs into Android Studio and Cloud Shell too, so there is no corner of Google's estate where the agent cannot find you.”
Spec by spec
| Spec | aiXcoder | Gemini Code Assist |
|---|---|---|
| Architecture | ||
| Category | IDE extension | IDE extension |
| Runs | local | local |
| Platforms | macos, linux, windows | macos, linux, windows |
| Context window | not documented | not documented |
| Protocols | ||
| MCP client | Yes | Yes |
| MCP server | No | No |
| Capabilities | ||
| Runs terminal commands | Yes | Yes |
| Multi-file edits | Yes | Yes |
| Git operations | No | No |
| Browser control | No | No |
| Sandboxed execution | No | No |
| Multi-agent orchestration | YesThe suite is built on a multi-agent architecture spanning requirement understanding, task decomposition, code generation, test verification and delivery. | No |
| Headless / CI mode | No | No |
| Models | ||
| Backbone | aiXcoder | Gemini 3.5 Flash, Gemini 3.1 Pro |
| Bring your own model | No | No |
| Local models | YesaiXcoder markets a sovereign stack trained and served on customer compute, with aiXapply-4B running on a single consumer GPU. | No |
| Cost | ||
| Pricing model | seat | seat |
| Starts at | n/a | $19/mo |
| Free tier | No | No |
| Bring your own key | No | No |
| Openness | ||
| Open source | No | No |
| License | proprietary | proprietary |
| GitHub stars | n/a | n/a |
Which one would each critic pick
| Critic | aiXcoder | Gemini Code Assist | Pick |
|---|---|---|---|
| El Juez | — | — | not enough reviews |
| El Amigo | 5.3 | 5.8 | Gemini Code Assist — Pick it if your company already pays Google Cloud and lives in JetBrains or VS Code; pick GitHub Copilot if your code lives on GitHub, where the invoice is already approved. |
| El Crítico | 4.5 | 5.8 | Gemini Code Assist — Agent mode can change resources outside the IDE and the docs say there is no option to undo those changes; yolo mode removes the one prompt that would have stopped it. |
| El Profesor | 5.8 | 5.8 | no preference |
| La Inversora | 6.5 | 6.8 | Gemini Code Assist — Google shut the free individual tier on June 18, 2026 and pointed consumers at Antigravity, which makes this a Google Cloud line item, not a growth bet. |
| La Jefa | 5.0 | 6.3 | Gemini Code Assist — Sixty Standard seats is $1,140 a month on a twelve-month commitment, and there is no headless mode, so nothing it does can run in CI. |
| El Hacker | 4.8 | 3.8 | aiXcoder — Closed source and no bring-your-own-key, but the whole stack runs on my own hardware and it does speak MCP, which buys back a little of my goodwill. |
Picks are derived from each critic's own scores. Humans vote on matchups on the duels page.