# gemma-4-26B-A4B-it Q4_0 Ryzen AI Max+ 395-ի վրա (llama.cpp Vulkan) — time to the first token of any output: 282 մվ

Beelink GTR9 Pro — AMD Ryzen AI Max+ 395, Radeon 8060S (gfx1151), 128 GB LPDDR5X-8000 unified համակարգի վրա, llama.cpp (server, Vulkan backend), b9049 (server_fingerprint b9049-2496f9c14) runtime-ով և ggml-org/gemma-4-26B-A4B-it-GGUF @ bb4531cda34d (Q4_0) մոդելով չափված «time to the first token of any output» մեծությունը կազմել է 282 մվ (median over answered requests)։ Չափումը կատարվել է interactive-assistant-v2@2026-08-02 սառեցված workload-ի տակ; ապացույցի մակարդակը՝ lab_repeated, 3 վավեր գործարկում 1 ֆիզիկական յունիթի վրա։ Արժեքը վերաստացվում է գործարկումների հում գրառումներից ամեն CI build-ում։

## Statement

> Median client-side time to the first streamed token of any kind (reasoning included) in the default operating mode.

## Evidence

| Field | Value |
| --- | --- |
| Claim id | `strix.gemma4.interactive2.c1.ttft-any-token` |
| Value | 282 ms |
| Metric | time to the first token of any output |
| Aggregation | median over answered requests |
| System | Beelink GTR9 Pro — AMD Ryzen AI Max+ 395, Radeon 8060S (gfx1151), 128 GB LPDDR5X-8000 unified |
| Runtime | llama.cpp (server, Vulkan backend), b9049 (server_fingerprint b9049-2496f9c14) |
| Model artifact | ggml-org/gemma-4-26B-A4B-it-GGUF @ bb4531cda34d (Q4_0) |
| Workload scope | interactive-assistant-v2@2026-08-02 |
| Evidence level | lab_repeated |
| Status | active |
| Runs | 3 across 1 unit(s) |
| Published | 2026-08-03 |
| Last changed | 2026-08-03 |

**Limitations.** Three repeated runs on one unit. Default operating mode of the model (reasoning emitted); disabling reasoning via the chat template was not tested for this model family.

## Raw evidence

- Sealed run bundle `run-20260803-gm-v2-a`: https://github.com/botAGI/agmind-lab/tree/main/runs/run-20260803-gm-v2-a
- Sealed run bundle `run-20260803-gm-v2-a-r2`: https://github.com/botAGI/agmind-lab/tree/main/runs/run-20260803-gm-v2-a-r2
- Sealed run bundle `run-20260803-gm-v2-a-r3`: https://github.com/botAGI/agmind-lab/tree/main/runs/run-20260803-gm-v2-a-r3
- Derivation query: https://github.com/botAGI/agmind-lab/blob/main/catalog/claims/sql/ttft-any-token.sql
- Machine-readable: https://agmind.ai/claims/strix.gemma4.interactive2.c1.ttft-any-token.json · full registry https://agmind.ai/claims.json

## Cited on

- https://agmind.ai/hy/reports/answerless-http-200/
- https://agmind.ai/hy/reports/model-quant-backend-strix-halo/
- https://agmind.ai/hy/compare/gemma4-vs-qwen36-answerless/
- https://agmind.ai/hy/measured/gemma-4-26b-a4b-it-q4-0-on-ryzen-ai-max-395/

## Cite this

AGmind Systems Lab. gemma-4-26B-A4B-it Q4_0 on Ryzen AI Max+ 395 (llama.cpp Vulkan): time to the first token of any output — 282 ms (median over answered requests; 3 runs on 1 unit; evidence level lab_repeated; workload interactive-assistant-v2@2026-08-02). Claim strix.gemma4.interactive2.c1.ttft-any-token. https://agmind.ai/claims/strix.gemma4.interactive2.c1.ttft-any-token/

Registry changes feed: https://agmind.ai/claims/changes.xml · Corrections to published results: https://agmind.ai/errata/ · Data licensed CC BY 4.0.
Source page: https://agmind.ai/hy/claims/strix.gemma4.interactive2.c1.ttft-any-token/