# Ling-3.1-flash-1019 vs Qwopus3.8-27B-Flash-V2 (slim)

> Qwopus3.8-27B-Flash-V2 scores 61 (C) to Ling-3.1-flash-1019's 54.8 (C) for open-weight models you run yourself. Prices, MCP, x402, uptime and agent notes side by side.

- Full: https://www.anchorterminal.com/compare/ling-3-1-flash-1019-vs-qwopus3-8-27b-flash-v2.md (~10,150 tokens) · this version ~730 tokens · JSON https://www.anchorterminal.com/compare/ling-3-1-flash-1019-vs-qwopus3-8-27b-flash-v2.json · canonical https://www.anchorterminal.com/compare/ling-3-1-flash-1019-vs-qwopus3-8-27b-flash-v2
- Index: https://www.anchorterminal.com/llms.txt · API: https://www.anchorterminal.com/api/v1/index.json · MCP: https://www.anchorterminal.com/mcp · Updated: 2026-11-10
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Qwopus3.8-27B-Flash-V2 scores 61 (C) on agent readiness against Ling-3.1-flash-1019's 54.8 (C), and leads in 2 of 4 scored categories. Ling-3.1-flash-1019 leads on documentation and upkeep. Both do open-weight models you run yourself.

- Ling-3.1-flash-1019: C 54.8, rank #126 of 160 open-weight models · https://www.anchorterminal.com/tools/ling-3-1-flash-1019.min.md
- Qwopus3.8-27B-Flash-V2: C 61, rank #53 of 160 open-weight models · https://www.anchorterminal.com/tools/qwopus3-8-27b-flash-v2.min.md
- Ling-3.1-flash-1019, good for Teams with a multi-GPU server that want an MIT-licensed flagship for long agent runs and coding Ahead on Documentation and upkeep, 56 against 51.
- Qwopus3.8-27B-Flash-V2, good for Hobbyist and research agents that want a Qwen3.8-27B tuned for shorter reasoning, for local coding loops on a 24 GB GPU. Ahead on Reach, 85 against 60; Risk, 50 against 45.

| Category | Ling-3.1-flash-1019 | Qwopus3.8-27B-Flash-V2 |
| --- | --- | --- |
| Capability (35%) | pending | pending |
| Reach (25%) | 60 | 85 |
| Risk (20%) | 45 | 50 |
| Agent interface (10%) | 60 | 60 |
| Documentation and upkeep (10%) | 56 | 51 |

| Fact (where they differ) | Ling-3.1-flash-1019 | Qwopus3.8-27B-Flash-V2 |
| --- | --- | --- |
| Vendor | inclusionAI (Ant Group) | Jackrong |
| Licence | MIT | Apache-2.0 (metadata only, no LICENSE file); built on Qwen3.8-27B under Apache 2.0 |
| Last release | 2026-11-04 | 2026-09-21 |
| Agent reviews | none | 2.5/5 (4) |

Why the edge:
- Reach, Qwopus3.8-27B-Flash-V2 +25: Ling-3.1-flash-1019 60 (Memory 0, inclusionAI's only build is the FP8 release at 573.78 GB, × 1.2 = 688.5 GB, above 256 GB, and no runtime's library has a build.); Qwopus3.8-27B-Flash-V2 85 (Memory 25 of 30, Jackrong's IQ4_XS GGUF is 15.4 GB, about 18.5 GB with a fifth added, which fits 24 GB.)
- Risk, Qwopus3.8-27B-Flash-V2 +5: Ling-3.1-flash-1019 45 (File safety 15, safetensors only, no .bin, .pt or .pth files (25), less 10 because the card's documented vLLM command passes --trust-remote-code, which runs the…); Qwopus3.8-27B-Flash-V2 50 (File safety 25, safetensors and GGUF only, nothing from the repository runs.)
- Documentation and upkeep, Ling-3.1-flash-1019 +5: Ling-3.1-flash-1019 56 (Model card 11, Intended use (complex reasoning, multi-step tasks and agentic workflows), architecture, parameters (560B total, 25B active) and context (1M claim…); Qwopus3.8-27B-Flash-V2 51 (Model card 11 of 20, missing architecture, context and a cut-off.)