aiXcodervsGigaCode
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.”
GigaCode
Sber · IDE extension
#162
Panel
5.31 spec wins
- Reliability
- 4.3
- Usefulness
- 5.3
- Cost
- 6.2
- Longevity
- 5.5
“The bank ships GigaChat inside GigaIDE by way of GigaCode, and the prefix is the entire product strategy.”
Spec by spec
| Spec | aiXcoder | GigaCode |
|---|---|---|
| Architecture | ||
| Category | IDE extension | IDE extension |
| Runs | local | local, cloud |
| Platforms | macos, linux, windows | macos, linux, windows |
| Context window | not documented | not documented |
| Protocols | ||
| MCP client | Yes | No |
| MCP server | No | No |
| Capabilities | ||
| Runs terminal commands | Yes | YesThrough GigaCode CLI, the terminal agent that works against a local repository. |
| 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 | GigaChat, GLM, MiniMax, Kimi, DeepSeek, Qwen |
| 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. | YesOnly in the on-premises edition, which Sber sells for organisations that need the assistant inside their own perimeter. |
| Cost | ||
| Pricing model | seat | mixed |
| Starts at | n/a | n/a |
| Free tier | No | Yes |
| 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 | GigaCode | Pick |
|---|---|---|---|
| El Juez | — | — | not enough reviews |
| El Amigo | 5.3 | 6.3 | GigaCode — Pick it if your repositories already live on this vendor's platform; pick SourceCraft Code Assistant when you want the same regional fit from a different host. |
| El Crítico | 4.5 | 5.5 | GigaCode — Multi-level guardrails filter both the prompts going in and the responses coming out, so a refusal arrives with no explanation and no route around it. |
| El Profesor | 5.8 | 6.0 | GigaCode — A model factory routes across 35 or more open models, which means behaviour varies by whichever one served a request and nothing documents the routing. |
| La Inversora | 6.5 | 6.0 | aiXcoder — Enterprise sales only with no list price and deployment onto customer infrastructure, which is a services-shaped business wearing a product's name. |
| La Jefa | 5.0 | 4.5 | aiXcoder — There is no published price at all, so sixty seats is a number I cannot produce, and contact sales as the only pricing is where my evaluations stop. |
| 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.