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Qwen (Alibaba)

Qwen3-0.6B0.6B

Benchmark profile and published results.

Dense0.6B
Position in the field

Best values compared

Best metrics of this model against the minimum, average and maximum of all published systems.

AMD Radeon AI PRO R9700All GPUs
Generation561,4 tok/s
Min 0,0Ø 235,6Max 2.491,2
Ueber dem Durchschnitt · 4705 Systeme im Feld
Prefill112.346 tok/s
Min 4Ø 4.785Max 112.346
Spitzenwert im Feld · 4696 Systeme im Feld
Time to First Token121 ms
Min 20Ø 32.984Max 535.235
Ueber dem Durchschnitt · 4703 Systeme im Feld
Performance profile

Throughput by hardware & engine

Each bubble is a GPU, CPU or engine – position shows prompt processing (X) and output speed (Y), bubble size the number of runs.

GPUby graphics card

7285463641820,0029.58059.16088.740Prefill (tok/s)Generation (tok/s)AMD Radeon AI PRO R9700 - 561,4 tok/s Generation, 20.958 tok/s Prefill, TTFT 573 ms (3 Laufe)AMD Radeon AI PRO R97...NVIDIA GeForce RTX 4090 - 503,3 tok/s Generation, 71.575 tok/s Prefill, TTFT 174 ms (3 Laufe)NVIDIA GeForce RTX 40...AMD Radeon RX 7900 XTX - 495,5 tok/s Generation, 22.637 tok/s Prefill, TTFT 718 ms (8 Laufe)AMD Radeon RX 7900 XTXAMD Oberon (PlayStation 5) - 302,6 tok/s Generation, 2.983 tok/s Prefill, TTFT 2.304 ms (2 Laufe)AMD Oberon (PlayStati...CPU-only - 8,0 tok/s Generation, 74 tok/s Prefill, TTFT 126.155 ms (4 Laufe)CPU-only
AMD Radeon AI PRO R9700 561,4 tok/sNVIDIA GeForce RTX 4090 503,3 tok/sAMD Radeon RX 7900 XTX 495,5 tok/sAMD Oberon (PlayStation 5) 302,6 tok/sCPU-only 8,0 tok/s

CPUby processor

7295473651820,0019.12238.24457.366Prefill (tok/s)Generation (tok/s)AMD Ryzen 3 3100 4-Core Processor - 561,4 tok/s Generation, 46.266 tok/s Prefill, TTFT 374 ms (6 Laufe)AMD Ryzen 3 3100 4-Co...AMD Ryzen Threadripper PRO 3955WX 16-Cores - 495,5 tok/s Generation, 27.231 tok/s Prefill, TTFT 657 ms (5 Laufe)AMD Ryzen Threadrippe...Intel(R) Xeon(R) CPU E5-4657L v2 @ 2.40GHz - 480,5 tok/s Generation, 14.980 tok/s Prefill, TTFT 819 ms (3 Laufe)Intel(R) Xeon(R) CPU ...AMD Zen2 8-Core (PlayStation 5) - 302,6 tok/s Generation, 2.983 tok/s Prefill, TTFT 2.304 ms (2 Laufe)AMD Zen2 8-Core (Play...4 x Cortex-A78C + 4 x Cortex-A55 - 8,0 tok/s Generation, 90 tok/s Prefill, TTFT 132.604 ms (3 Laufe)4 x Cortex-A78C + 4 x...AMD Jaguar 8-Core (PlayStation 4) - 3,8 tok/s Generation, 23 tok/s Prefill, TTFT 106.805 ms (1 Lauf)AMD Jaguar 8-Core (Pl...
AMD Ryzen 3 3100 4-Core Processor 561,4 tok/sAMD Ryzen Threadripper PRO 3955WX 16-Cores 495,5 tok/sIntel(R) Xeon(R) CPU E5-4657L v2 @ 2.40GHz 480,5 tok/sAMD Zen2 8-Core (PlayStation 5) 302,6 tok/s4 x Cortex-A78C + 4 x Cortex-A55 8,0 tok/sAMD Jaguar 8-Core (PlayStation 4) 3,8 tok/s

ENGby engine

629581532484436021.26142.52263.782Prefill (tok/s)Generation (tok/s)llama.cpp - 561,4 tok/s Generation, 10.512 tok/s Prefill, TTFT 36.729 ms (14 Laufe)llama.cppvLLM - 503,3 tok/s Generation, 52.963 tok/s Prefill, TTFT 499 ms (6 Laufe)vLLM
llama.cpp 561,4 tok/svLLM 503,3 tok/s
Throughput & latency

Performance benchmark

Metric:
GPUs
#Model / MakerMetricsParallelGPU / CPU / RAMRuntime
1Qwen3-0.6B0.6BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
561,43 tok/s TG
Prefill 27.407 · TTFT 973 ms
10×AMD Radeon AI PRO R9700AMD Ryzen 3 3100 4-Core Processor · 31 GB RAMllama.cppopenclaw_cliQ8_0Details →
2Qwen3-0.6B0.6BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
503,33 tok/s TG
Prefill 112.346 · TTFT 242 ms
10×NVIDIA GeForce RTX 4090AMD Ryzen 3 3100 4-Core Processor · 61 GB RAMvLLMopenclaw_cliFP8Details →
3Qwen3-0.6B0.6BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
495,51 tok/s TG
Prefill 19.609 · TTFT 628 ms
5×AMD Radeon RX 7900 XTXAMD Ryzen Threadripper PRO 3955WX 16-Cores · 63 GB RAMllama.cppgodclawQ8_0Details →
4Qwen3-0.6B0.6BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
480,52 tok/s TG
Prefill 22.887 · TTFT 1.208 ms
10×2x AMD Radeon RX 7900 XTX i4x Intel(R) Xeon(R) CPU E5-4657L v2 @ 2.40GHz · 504 GB RAMllama.cppgodclawQ4_K_MDetails →
5Qwen3-0.6B0.6BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
449,35 tok/s TG
Prefill 21.718 · TTFT 571 ms
5×AMD Radeon AI PRO R9700AMD Ryzen 3 3100 4-Core Processor · 31 GB RAMllama.cppopenclaw_cliQ8_0Details →
6Qwen3-0.6B0.6BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
384,19 tok/s TG
Prefill 49.306 · TTFT 1.939 ms
10×2x AMD Radeon RX 7900 XTXAMD Ryzen Threadripper PRO 3955WX 16-Cores · 63 GB RAMvLLMgodclawDetails →
7Qwen3-0.6B0.6BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
302,60 tok/s TG
Prefill 4.126 · TTFT 3.252 ms
5×AMD Oberon (PlayStation 5)AMD Zen2 8-Core (PlayStation 5) · 16 GB RAMllama.cppgodclawQ4_K_MDetails →
8Qwen3-0.6B0.6BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
281,62 tok/s TG
Prefill 14.942 · TTFT 839 ms
5×2x AMD Radeon RX 7900 XTX i4x Intel(R) Xeon(R) CPU E5-4657L v2 @ 2.40GHz · 504 GB RAMllama.cppgodclawQ4_K_MDetails →
9Qwen3-0.6B0.6BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
260,24 tok/s TG
Prefill 38.946 · TTFT 372 ms
5×2x AMD Radeon RX 7900 XTXAMD Ryzen Threadripper PRO 3955WX 16-Cores · 63 GB RAMvLLMgodclawDetails →
10Qwen3-0.6B0.6BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
258,23 tok/s TG
Prefill 81.661 · TTFT 159 ms
5×NVIDIA GeForce RTX 4090AMD Ryzen 3 3100 4-Core Processor · 61 GB RAMvLLMopenclaw_cliFP8Details →
11Qwen3-0.6B0.6BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
252,73 tok/s TG
Prefill 1.840 · TTFT 1.356 ms
1×AMD Oberon (PlayStation 5)AMD Zen2 8-Core (PlayStation 5) · 16 GB RAMllama.cppgodclawQ4_K_MDetails →
12Qwen3-0.6B0.6BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
243,73 tok/s TG
Prefill 13.492 · TTFT 181 ms
1×AMD Radeon RX 7900 XTXAMD Ryzen Threadripper PRO 3955WX 16-Cores · 63 GB RAMllama.cppgodclawQ8_0Details →
13Qwen3-0.6B0.6BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
227,38 tok/s TG
Prefill 13.749 · TTFT 177 ms
1×AMD Radeon AI PRO R9700AMD Ryzen 3 3100 4-Core Processor · 31 GB RAMllama.cppopenclaw_cliQ8_0Details →
14Qwen3-0.6B0.6BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
143,39 tok/s TG
Prefill 7.110 · TTFT 411 ms
1×2x AMD Radeon RX 7900 XTX i4x Intel(R) Xeon(R) CPU E5-4657L v2 @ 2.40GHz · 504 GB RAMllama.cppgodclawQ4_K_MDetails →
15Qwen3-0.6B0.6BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
54,53 tok/s TG
Prefill 14.803 · TTFT 166 ms
1×2x AMD Radeon RX 7900 XTXAMD Ryzen Threadripper PRO 3955WX 16-Cores · 63 GB RAMvLLMgodclawDetails →
16Qwen3-0.6B0.6BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
52,80 tok/s TG
Prefill 20.717 · TTFT 121 ms
1×NVIDIA GeForce RTX 4090AMD Ryzen 3 3100 4-Core Processor · 61 GB RAMvLLMopenclaw_cliFP8Details →
17Qwen3-0.6B0.6BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
8,04 tok/s TG
Prefill 108 · TTFT 227.805 ms
10×Keine GPU (CPU-only) i4 x Cortex-A78C + 4 x Cortex-A55 · 15 GB RAMllama.cppopenclaw_cliQ4_K_MDetails →
18Qwen3-0.6B0.6BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
7,43 tok/s TG
Prefill 83 · TTFT 139.346 ms
5×Keine GPU (CPU-only) i4 x Cortex-A78C + 4 x Cortex-A55 · 15 GB RAMllama.cppopenclaw_cliQ4_K_MDetails →
19Qwen3-0.6B0.6BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
3,80 tok/s TG
Prefill 23 · TTFT 106.805 ms
1×Keine GPU (CPU-only)AMD Jaguar 8-Core (PlayStation 4) · 5 GB RAMllama.cppgodclawQ4_K_MDetails →
20Qwen3-0.6B0.6BQwen (Alibaba) Performance benchmarkTimebench 3 - Kombi (Prefill + Generation)
3,17 tok/s TG
Prefill 80 · TTFT 30.662 ms
1×Keine GPU (CPU-only) i4 x Cortex-A78C + 4 x Cortex-A55 · 15 GB RAMllama.cppopenclaw_cliQ4_K_MDetails →
Agent & chat rating

Harness benchmark

Noch keine Harnessbenchmarks fuer dieses Modell.