DeepSeek V4.1 Flash (undated derivative)

Updated Trailing 72 hours

Provider comparison

DeepSeek V4.1 Flash (undated derivative) provider routes · All regions · trailing 72 hours
abliteration.aivia Abliterated Large Flash DeepSeek V4.1 Flash (undated derivative) abliteratedUnknown1,048,576 $1.250$1.000$2.000 350.11.12.7 100.0%32 / 32 requests ok07 Nov 2026, 18:10 UTC
NanoGPT → abliteration.ai DeepSeek V4.1 Flash (undated derivative) abliteratedFP81,000,000 $1.312$1.050$2.100 300.82.34.0 100.0%32 / 32 requests ok07 Nov 2026, 18:14 UTC
NanoGPT → Venice DeepSeek V4.1 Flash (undated derivative) uncensoredFP8524,288 $0.608$0.347$1.390 181.41.84.5 75.0%24 / 32 requests failing07 Nov 2026, 18:13 UTC
Refuseless DeepSeek V4.1 Flash (undated derivative) abliteratedFP81,048,576 $0.203$0.120$0.450 140.31.75.3 100.0%32 / 32 requests ok07 Nov 2026, 18:11 UTC
Yeta Labs DeepSeek V4.1 Flash (undated derivative) uncensoredFP81,000,000 $0.147$0.080$0.350 140.81.75.1 100.0%32 / 32 requests ok07 Nov 2026, 18:04 UTC

p50 = median. Missing speed or latency values mean fewer than 8 usable successes. Success rate includes failed requests. Status and last success describe the route across all regions. Precision and context are provider declarations; different modifications are different products. Measurement details →

Output speed

tok/s · Higher is better · p50

Output speed, tok/s; higher is better0.098.0196.1294.1392.1abliteration.ai · Abliter…abliteration.ai · Abliterated Large Flash: 350.1 tok/s350.1NanoGPT → abliteration.aiNanoGPT → abliteration.ai: 300.8 tok/s300.8NanoGPT → VeniceNanoGPT → Venice: 181.4 tok/s181.4Yeta LabsYeta Labs: 140.8 tok/s140.8RefuselessRefuseless: 140.3 tok/s140.3
Output speed, tok/s; higher is better0.098.0196.1294.1392.1abliteration.ai…abliteration.ai · Abliterated Large Flash: 350.1 tok/s350.1NanoGPT → ablite…NanoGPT → abliteration.ai: 300.8 tok/s300.8NanoGPT → VeniceNanoGPT → Venice: 181.4 tok/s181.4Yeta LabsYeta Labs: 140.8 tok/s140.8RefuselessRefuseless: 140.3 tok/s140.3

Reported completion tokens after the first chunk, divided by streaming time. Samples without reported usage are excluded. Methodology ↗

Time to first token

s · Lower is better · p50

Time to first token, s; lower is better0.00.61.31.92.6abliteration.ai · Abliter…abliteration.ai · Abliterated Large Flash: 1.1 s1.1Yeta LabsYeta Labs: 1.7 s1.7RefuselessRefuseless: 1.7 s1.7NanoGPT → VeniceNanoGPT → Venice: 1.8 s1.8NanoGPT → abliteration.aiNanoGPT → abliteration.ai: 2.3 s2.3
Time to first token, s; lower is better0.00.61.31.92.6abliteration.ai…abliteration.ai · Abliterated Large Flash: 1.1 s1.1Yeta LabsYeta Labs: 1.7 s1.7RefuselessRefuseless: 1.7 s1.7NanoGPT → VeniceNanoGPT → Venice: 1.8 s1.8NanoGPT → ablite…NanoGPT → abliteration.ai: 2.3 s2.3

Request sent to first non-empty content, reasoning or tool-argument delta. Includes network time from the selected region. Methodology ↗

Time to 500 tokens

s · Lower is better · p50

Time to 500 tokens, s; lower is better0.01.53.04.56.0abliteration.ai · Abliter…abliteration.ai · Abliterated Large Flash: 2.7 s2.7NanoGPT → abliteration.aiNanoGPT → abliteration.ai: 4.0 s4.0NanoGPT → VeniceNanoGPT → Venice: 4.5 s4.5Yeta LabsYeta Labs: 5.1 s5.1RefuselessRefuseless: 5.3 s5.3
Time to 500 tokens, s; lower is better0.01.53.04.56.0abliteration.ai…abliteration.ai · Abliterated Large Flash: 2.7 s2.7NanoGPT → ablite…NanoGPT → abliteration.ai: 4.0 s4.0NanoGPT → VeniceNanoGPT → Venice: 4.5 s4.5Yeta LabsYeta Labs: 5.1 s5.1RefuselessRefuseless: 5.3 s5.3

Per request: TTFT + 500 ÷ output tok/s. Percentiles are computed after this calculation; this is a derived response time. Methodology ↗

Blended price

$ / 1M tokens · Lower is better

Blended price, $ / 1M tokens; lower is better0.000.370.741.101.47Yeta LabsYeta Labs: 0.147 $ / 1M tokens0.147RefuselessRefuseless: 0.203 $ / 1M tokens0.203NanoGPT → VeniceNanoGPT → Venice: 0.608 $ / 1M tokens0.608abliteration.ai · Abliter…abliteration.ai · Abliterated Large Flash: 1.250 $ / 1M tokens1.250NanoGPT → abliteration.aiNanoGPT → abliteration.ai: 1.312 $ / 1M tokens1.312
Blended price, $ / 1M tokens; lower is better0.000.370.741.101.47Yeta LabsYeta Labs: 0.147 $ / 1M tokens0.147RefuselessRefuseless: 0.203 $ / 1M tokens0.203NanoGPT → VeniceNanoGPT → Venice: 0.608 $ / 1M tokens0.608abliteration.ai…abliteration.ai · Abliterated Large Flash: 1.250 $ / 1M tokens1.250NanoGPT → ablite…NanoGPT → abliteration.ai: 1.312 $ / 1M tokens1.312

Declared price: (3 × input + output) ÷ 4. Excludes cache discounts. Prices are not measured billing receipts. Methodology ↗

Output speed vs. price

Median output speed and declared blended price

Output speed versus blended price. Upper left is faster and cheaper. Shading divides each axis at its midpoint.Faster · cheaper0.0000.381010.752011.133021.51403Blended price ($ / 1M tokens) →Output speed (tok/s) →abliteration.ai · Abliterated Large Flash: $1.250 / 1M tokens; 350.1 tok/sNanoGPT → abliteration.ai: $1.312 / 1M tokens; 300.8 tok/sNanoGPT → Venice: $0.608 / 1M tokens; 181.4 tok/sRefuseless: $0.203 / 1M tokens; 140.3 tok/sYeta Labs: $0.147 / 1M tokens; 140.8 tok/s
Output speed versus blended price. Upper left is faster and cheaper. Shading divides each axis at its midpoint.Faster · cheaper0.0000.381010.752011.133021.51403Blended price ($ / 1M tokens) →Output speed (tok/s) →abliteration.ai · Abliterated Large Flash: $1.250 / 1M tokens; 350.1 tok/sNanoGPT → abliteration.ai: $1.312 / 1M tokens; 300.8 tok/sNanoGPT → Venice: $0.608 / 1M tokens; 181.4 tok/sRefuseless: $0.203 / 1M tokens; 140.3 tok/sYeta Labs: $0.147 / 1M tokens; 140.8 tok/s
  • abliteration.ai · Abliterated Large Flash
  • NanoGPT → abliteration.ai
  • NanoGPT → Venice
  • Refuseless
  • Yeta Labs

Each point is one route. Shading divides the displayed axes at their midpoints; it is not a quality rating. Blended price uses a 3:1 input/output mix. Routes without usable speed samples are omitted. Methodology ↗

Performance over time

8-hour buckets · UTC

Output speed

14 days · tok/s · p50

Output speed, tok/s, trailing 14 days0.024 Oct121.028 Oct242.031 Oct363.004 Nov484.007 Novabliteration.ai · Abliterated Large Flash · us-east-1 · 07 Nov 00:00 UTC: 259.3 tok/sabliteration.ai · Abliterated Large Flash · us-east-1 · 07 Nov 08:00 UTC: 289.2 tok/sabliteration.ai · Abliterated Large Flash · us-east-1 · 07 Nov 16:00 UTC: 306.5 tok/sabliteration.ai · Abliterated Large Flash · us-west-2 · 07 Nov 00:00 UTC: 374.0 tok/sabliteration.ai · Abliterated Large Flash · us-west-2 · 07 Nov 08:00 UTC: 432.2 tok/sabliteration.ai · Abliterated Large Flash · us-west-2 · 07 Nov 16:00 UTC: 390.3 tok/sNanoGPT → abliteration.ai · us-east-1 · 07 Nov 00:00 UTC: 195.6 tok/sNanoGPT → abliteration.ai · us-east-1 · 07 Nov 08:00 UTC: 283.9 tok/sNanoGPT → abliteration.ai · us-east-1 · 07 Nov 16:00 UTC: 283.9 tok/sNanoGPT → abliteration.ai · us-west-2 · 07 Nov 00:00 UTC: 275.4 tok/sNanoGPT → abliteration.ai · us-west-2 · 07 Nov 08:00 UTC: 335.2 tok/sNanoGPT → abliteration.ai · us-west-2 · 07 Nov 16:00 UTC: 314.8 tok/sNanoGPT → Venice · us-east-1 · 07 Nov 08:00 UTC: 160.3 tok/sNanoGPT → Venice · us-east-1 · 07 Nov 16:00 UTC: 164.8 tok/sNanoGPT → Venice · us-west-2 · 07 Nov 08:00 UTC: 216.3 tok/sNanoGPT → Venice · us-west-2 · 07 Nov 16:00 UTC: 216.3 tok/sRefuseless · us-east-1 · 07 Nov 00:00 UTC: 141.3 tok/sRefuseless · us-east-1 · 07 Nov 08:00 UTC: 128.0 tok/sRefuseless · us-east-1 · 07 Nov 16:00 UTC: 128.4 tok/sRefuseless · us-west-2 · 07 Nov 00:00 UTC: 148.3 tok/sRefuseless · us-west-2 · 07 Nov 08:00 UTC: 128.5 tok/sRefuseless · us-west-2 · 07 Nov 16:00 UTC: 148.3 tok/sYeta Labs · us-east-1 · 07 Nov 00:00 UTC: 151.2 tok/sYeta Labs · us-east-1 · 07 Nov 08:00 UTC: 145.4 tok/sYeta Labs · us-east-1 · 07 Nov 16:00 UTC: 141.8 tok/sYeta Labs · us-west-2 · 07 Nov 00:00 UTC: 137.8 tok/sYeta Labs · us-west-2 · 07 Nov 08:00 UTC: 144.4 tok/sYeta Labs · us-west-2 · 07 Nov 16:00 UTC: 140.8 tok/stok/s · UTC
Output speed, tok/s, trailing 14 days0.024 Oct121.028 Oct242.031 Oct363.004 Nov484.007 Novabliteration.ai · Abliterated Large Flash · us-east-1 · 07 Nov 00:00 UTC: 259.3 tok/sabliteration.ai · Abliterated Large Flash · us-east-1 · 07 Nov 08:00 UTC: 289.2 tok/sabliteration.ai · Abliterated Large Flash · us-east-1 · 07 Nov 16:00 UTC: 306.5 tok/sabliteration.ai · Abliterated Large Flash · us-west-2 · 07 Nov 00:00 UTC: 374.0 tok/sabliteration.ai · Abliterated Large Flash · us-west-2 · 07 Nov 08:00 UTC: 432.2 tok/sabliteration.ai · Abliterated Large Flash · us-west-2 · 07 Nov 16:00 UTC: 390.3 tok/sNanoGPT → abliteration.ai · us-east-1 · 07 Nov 00:00 UTC: 195.6 tok/sNanoGPT → abliteration.ai · us-east-1 · 07 Nov 08:00 UTC: 283.9 tok/sNanoGPT → abliteration.ai · us-east-1 · 07 Nov 16:00 UTC: 283.9 tok/sNanoGPT → abliteration.ai · us-west-2 · 07 Nov 00:00 UTC: 275.4 tok/sNanoGPT → abliteration.ai · us-west-2 · 07 Nov 08:00 UTC: 335.2 tok/sNanoGPT → abliteration.ai · us-west-2 · 07 Nov 16:00 UTC: 314.8 tok/sNanoGPT → Venice · us-east-1 · 07 Nov 08:00 UTC: 160.3 tok/sNanoGPT → Venice · us-east-1 · 07 Nov 16:00 UTC: 164.8 tok/sNanoGPT → Venice · us-west-2 · 07 Nov 08:00 UTC: 216.3 tok/sNanoGPT → Venice · us-west-2 · 07 Nov 16:00 UTC: 216.3 tok/sRefuseless · us-east-1 · 07 Nov 00:00 UTC: 141.3 tok/sRefuseless · us-east-1 · 07 Nov 08:00 UTC: 128.0 tok/sRefuseless · us-east-1 · 07 Nov 16:00 UTC: 128.4 tok/sRefuseless · us-west-2 · 07 Nov 00:00 UTC: 148.3 tok/sRefuseless · us-west-2 · 07 Nov 08:00 UTC: 128.5 tok/sRefuseless · us-west-2 · 07 Nov 16:00 UTC: 148.3 tok/sYeta Labs · us-east-1 · 07 Nov 00:00 UTC: 151.2 tok/sYeta Labs · us-east-1 · 07 Nov 08:00 UTC: 145.4 tok/sYeta Labs · us-east-1 · 07 Nov 16:00 UTC: 141.8 tok/sYeta Labs · us-west-2 · 07 Nov 00:00 UTC: 137.8 tok/sYeta Labs · us-west-2 · 07 Nov 08:00 UTC: 144.4 tok/sYeta Labs · us-west-2 · 07 Nov 16:00 UTC: 140.8 tok/stok/s · UTC

Per-bucket median of successful, usable samples. Gaps remain unconnected. All regions shows separate regional series: solid US East, dashed US West. Medians are never averaged. Methodology ↗

Time to first token

14 days · seconds · p50

Time to first token, seconds, trailing 14 days0.024 Oct0.728 Oct1.431 Oct2.104 Nov2.807 Novabliteration.ai · Abliterated Large Flash · us-east-1 · 07 Nov 00:00 UTC: 1.0 secondsabliteration.ai · Abliterated Large Flash · us-east-1 · 07 Nov 08:00 UTC: 1.0 secondsabliteration.ai · Abliterated Large Flash · us-east-1 · 07 Nov 16:00 UTC: 1.0 secondsabliteration.ai · Abliterated Large Flash · us-west-2 · 07 Nov 00:00 UTC: 1.1 secondsabliteration.ai · Abliterated Large Flash · us-west-2 · 07 Nov 08:00 UTC: 1.0 secondsabliteration.ai · Abliterated Large Flash · us-west-2 · 07 Nov 16:00 UTC: 1.2 secondsNanoGPT → abliteration.ai · us-east-1 · 07 Nov 00:00 UTC: 2.3 secondsNanoGPT → abliteration.ai · us-east-1 · 07 Nov 08:00 UTC: 2.2 secondsNanoGPT → abliteration.ai · us-east-1 · 07 Nov 16:00 UTC: 2.2 secondsNanoGPT → abliteration.ai · us-west-2 · 07 Nov 00:00 UTC: 2.4 secondsNanoGPT → abliteration.ai · us-west-2 · 07 Nov 08:00 UTC: 2.5 secondsNanoGPT → abliteration.ai · us-west-2 · 07 Nov 16:00 UTC: 2.5 secondsNanoGPT → Venice · us-east-1 · 07 Nov 08:00 UTC: 1.7 secondsNanoGPT → Venice · us-east-1 · 07 Nov 16:00 UTC: 1.7 secondsNanoGPT → Venice · us-west-2 · 07 Nov 08:00 UTC: 2.0 secondsNanoGPT → Venice · us-west-2 · 07 Nov 16:00 UTC: 1.9 secondsRefuseless · us-east-1 · 07 Nov 00:00 UTC: 1.6 secondsRefuseless · us-east-1 · 07 Nov 08:00 UTC: 1.6 secondsRefuseless · us-east-1 · 07 Nov 16:00 UTC: 1.7 secondsRefuseless · us-west-2 · 07 Nov 00:00 UTC: 1.6 secondsRefuseless · us-west-2 · 07 Nov 08:00 UTC: 2.2 secondsRefuseless · us-west-2 · 07 Nov 16:00 UTC: 2.2 secondsYeta Labs · us-east-1 · 07 Nov 00:00 UTC: 1.0 secondsYeta Labs · us-east-1 · 07 Nov 08:00 UTC: 1.3 secondsYeta Labs · us-east-1 · 07 Nov 16:00 UTC: 1.7 secondsYeta Labs · us-west-2 · 07 Nov 00:00 UTC: 1.5 secondsYeta Labs · us-west-2 · 07 Nov 08:00 UTC: 1.8 secondsYeta Labs · us-west-2 · 07 Nov 16:00 UTC: 1.5 secondsseconds · UTC
Time to first token, seconds, trailing 14 days0.024 Oct0.728 Oct1.431 Oct2.104 Nov2.807 Novabliteration.ai · Abliterated Large Flash · us-east-1 · 07 Nov 00:00 UTC: 1.0 secondsabliteration.ai · Abliterated Large Flash · us-east-1 · 07 Nov 08:00 UTC: 1.0 secondsabliteration.ai · Abliterated Large Flash · us-east-1 · 07 Nov 16:00 UTC: 1.0 secondsabliteration.ai · Abliterated Large Flash · us-west-2 · 07 Nov 00:00 UTC: 1.1 secondsabliteration.ai · Abliterated Large Flash · us-west-2 · 07 Nov 08:00 UTC: 1.0 secondsabliteration.ai · Abliterated Large Flash · us-west-2 · 07 Nov 16:00 UTC: 1.2 secondsNanoGPT → abliteration.ai · us-east-1 · 07 Nov 00:00 UTC: 2.3 secondsNanoGPT → abliteration.ai · us-east-1 · 07 Nov 08:00 UTC: 2.2 secondsNanoGPT → abliteration.ai · us-east-1 · 07 Nov 16:00 UTC: 2.2 secondsNanoGPT → abliteration.ai · us-west-2 · 07 Nov 00:00 UTC: 2.4 secondsNanoGPT → abliteration.ai · us-west-2 · 07 Nov 08:00 UTC: 2.5 secondsNanoGPT → abliteration.ai · us-west-2 · 07 Nov 16:00 UTC: 2.5 secondsNanoGPT → Venice · us-east-1 · 07 Nov 08:00 UTC: 1.7 secondsNanoGPT → Venice · us-east-1 · 07 Nov 16:00 UTC: 1.7 secondsNanoGPT → Venice · us-west-2 · 07 Nov 08:00 UTC: 2.0 secondsNanoGPT → Venice · us-west-2 · 07 Nov 16:00 UTC: 1.9 secondsRefuseless · us-east-1 · 07 Nov 00:00 UTC: 1.6 secondsRefuseless · us-east-1 · 07 Nov 08:00 UTC: 1.6 secondsRefuseless · us-east-1 · 07 Nov 16:00 UTC: 1.7 secondsRefuseless · us-west-2 · 07 Nov 00:00 UTC: 1.6 secondsRefuseless · us-west-2 · 07 Nov 08:00 UTC: 2.2 secondsRefuseless · us-west-2 · 07 Nov 16:00 UTC: 2.2 secondsYeta Labs · us-east-1 · 07 Nov 00:00 UTC: 1.0 secondsYeta Labs · us-east-1 · 07 Nov 08:00 UTC: 1.3 secondsYeta Labs · us-east-1 · 07 Nov 16:00 UTC: 1.7 secondsYeta Labs · us-west-2 · 07 Nov 00:00 UTC: 1.5 secondsYeta Labs · us-west-2 · 07 Nov 08:00 UTC: 1.8 secondsYeta Labs · us-west-2 · 07 Nov 16:00 UTC: 1.5 secondsseconds · UTC

Per-bucket median of successful, usable samples. Gaps remain unconnected. All regions shows separate regional series: solid US East, dashed US West. Medians are never averaged. Methodology ↗

Success rate

14 days · %

Success rate, %, trailing 14 days0.024 Oct25.028 Oct50.031 Oct75.004 Nov100.007 Novabliteration.ai · Abliterated Large Flash · us-east-1 · 07 Nov 00:00 UTC: 100.0 %abliteration.ai · Abliterated Large Flash · us-east-1 · 07 Nov 08:00 UTC: 100.0 %abliteration.ai · Abliterated Large Flash · us-east-1 · 07 Nov 16:00 UTC: 100.0 %abliteration.ai · Abliterated Large Flash · us-west-2 · 07 Nov 00:00 UTC: 100.0 %abliteration.ai · Abliterated Large Flash · us-west-2 · 07 Nov 08:00 UTC: 100.0 %abliteration.ai · Abliterated Large Flash · us-west-2 · 07 Nov 16:00 UTC: 100.0 %NanoGPT → abliteration.ai · us-east-1 · 07 Nov 00:00 UTC: 100.0 %NanoGPT → abliteration.ai · us-east-1 · 07 Nov 08:00 UTC: 100.0 %NanoGPT → abliteration.ai · us-east-1 · 07 Nov 16:00 UTC: 100.0 %NanoGPT → abliteration.ai · us-west-2 · 07 Nov 00:00 UTC: 100.0 %NanoGPT → abliteration.ai · us-west-2 · 07 Nov 08:00 UTC: 100.0 %NanoGPT → abliteration.ai · us-west-2 · 07 Nov 16:00 UTC: 100.0 %NanoGPT → Venice · us-east-1 · 07 Nov 00:00 UTC: 50.0 %NanoGPT → Venice · us-east-1 · 07 Nov 08:00 UTC: 100.0 %NanoGPT → Venice · us-east-1 · 07 Nov 16:00 UTC: 100.0 %NanoGPT → Venice · us-west-2 · 07 Nov 00:00 UTC: 50.0 %NanoGPT → Venice · us-west-2 · 07 Nov 08:00 UTC: 100.0 %NanoGPT → Venice · us-west-2 · 07 Nov 16:00 UTC: 100.0 %Refuseless · us-east-1 · 07 Nov 00:00 UTC: 100.0 %Refuseless · us-east-1 · 07 Nov 08:00 UTC: 100.0 %Refuseless · us-east-1 · 07 Nov 16:00 UTC: 100.0 %Refuseless · us-west-2 · 07 Nov 00:00 UTC: 100.0 %Refuseless · us-west-2 · 07 Nov 08:00 UTC: 100.0 %Refuseless · us-west-2 · 07 Nov 16:00 UTC: 100.0 %Yeta Labs · us-east-1 · 07 Nov 00:00 UTC: 100.0 %Yeta Labs · us-east-1 · 07 Nov 08:00 UTC: 100.0 %Yeta Labs · us-east-1 · 07 Nov 16:00 UTC: 100.0 %Yeta Labs · us-west-2 · 07 Nov 00:00 UTC: 100.0 %Yeta Labs · us-west-2 · 07 Nov 08:00 UTC: 100.0 %Yeta Labs · us-west-2 · 07 Nov 16:00 UTC: 100.0 %% · UTC
Success rate, %, trailing 14 days0.024 Oct25.028 Oct50.031 Oct75.004 Nov100.007 Novabliteration.ai · Abliterated Large Flash · us-east-1 · 07 Nov 00:00 UTC: 100.0 %abliteration.ai · Abliterated Large Flash · us-east-1 · 07 Nov 08:00 UTC: 100.0 %abliteration.ai · Abliterated Large Flash · us-east-1 · 07 Nov 16:00 UTC: 100.0 %abliteration.ai · Abliterated Large Flash · us-west-2 · 07 Nov 00:00 UTC: 100.0 %abliteration.ai · Abliterated Large Flash · us-west-2 · 07 Nov 08:00 UTC: 100.0 %abliteration.ai · Abliterated Large Flash · us-west-2 · 07 Nov 16:00 UTC: 100.0 %NanoGPT → abliteration.ai · us-east-1 · 07 Nov 00:00 UTC: 100.0 %NanoGPT → abliteration.ai · us-east-1 · 07 Nov 08:00 UTC: 100.0 %NanoGPT → abliteration.ai · us-east-1 · 07 Nov 16:00 UTC: 100.0 %NanoGPT → abliteration.ai · us-west-2 · 07 Nov 00:00 UTC: 100.0 %NanoGPT → abliteration.ai · us-west-2 · 07 Nov 08:00 UTC: 100.0 %NanoGPT → abliteration.ai · us-west-2 · 07 Nov 16:00 UTC: 100.0 %NanoGPT → Venice · us-east-1 · 07 Nov 00:00 UTC: 50.0 %NanoGPT → Venice · us-east-1 · 07 Nov 08:00 UTC: 100.0 %NanoGPT → Venice · us-east-1 · 07 Nov 16:00 UTC: 100.0 %NanoGPT → Venice · us-west-2 · 07 Nov 00:00 UTC: 50.0 %NanoGPT → Venice · us-west-2 · 07 Nov 08:00 UTC: 100.0 %NanoGPT → Venice · us-west-2 · 07 Nov 16:00 UTC: 100.0 %Refuseless · us-east-1 · 07 Nov 00:00 UTC: 100.0 %Refuseless · us-east-1 · 07 Nov 08:00 UTC: 100.0 %Refuseless · us-east-1 · 07 Nov 16:00 UTC: 100.0 %Refuseless · us-west-2 · 07 Nov 00:00 UTC: 100.0 %Refuseless · us-west-2 · 07 Nov 08:00 UTC: 100.0 %Refuseless · us-west-2 · 07 Nov 16:00 UTC: 100.0 %Yeta Labs · us-east-1 · 07 Nov 00:00 UTC: 100.0 %Yeta Labs · us-east-1 · 07 Nov 08:00 UTC: 100.0 %Yeta Labs · us-east-1 · 07 Nov 16:00 UTC: 100.0 %Yeta Labs · us-west-2 · 07 Nov 00:00 UTC: 100.0 %Yeta Labs · us-west-2 · 07 Nov 08:00 UTC: 100.0 %Yeta Labs · us-west-2 · 07 Nov 16:00 UTC: 100.0 %% · UTC

Successful requests ÷ all requests in each bucket. Gaps remain unconnected. All regions shows separate regional series: solid US East, dashed US West. Medians are never averaged. Methodology ↗

Published results from other evaluators

These are stock-model results from other evaluators, not RedRouter measurements, and not measurements of the listed hosts or their modified models. Benchmark versions, reasoning settings and agent/scaffold choices can differ. Missing run dates and versions are not reported by the source; model release dates are never substituted.

Published stock-model results from other evaluators
ModelBenchmark / versionScoreEvaluator / agentRun dateSource and attribution
deepseek-v4.1-flashdeepseek-v4.1-flash_max Chess PuzzlesVersion: Not reported 0.4800 fractionBest score (across scorers) Epoch AIAgent: Not reported
Scaffold: Not reported
2026-10-13

Source: Epoch AI, CC BY 4.0, accessed 2026-11-07. Adapted by RedRouter.

CC BY 4.0 · Original result · Licence evidence
deepseek-v4.1-flashdeepseek-v4.1-flash_max FrontierMath-Tier-4-v2-PrivateVersion: Not reported 0.2683 fractionBest score (across scorers) Epoch AIAgent: Not reported
Scaffold: Not reported
2026-10-08

Source: Epoch AI, CC BY 4.0, accessed 2026-11-07. Adapted by RedRouter.

CC BY 4.0 · Original result · Licence evidence
deepseek-v4.1-flashdeepseek-v4.1-flash_max FrontierMath-Tiers-1-3-v2-PrivateVersion: Not reported 0.6737 fractionBest score (across scorers) Epoch AIAgent: Not reported
Scaffold: Not reported
2026-10-08

Source: Epoch AI, CC BY 4.0, accessed 2026-11-07. Adapted by RedRouter.

CC BY 4.0 · Original result · Licence evidence
deepseek-v4.1-flashdeepseek-v4.1-flash_max Furniture AssemblyVersion: Not reported 0.3417 fractionBest score (across scorers) Epoch AIAgent: Not reported
Scaffold: Not reported
2026-10-08

Source: Epoch AI, CC BY 4.0, accessed 2026-11-07. Adapted by RedRouter.

CC BY 4.0 · Original result · Licence evidence
deepseek-v4.1-flashdeepseek-v4.1-flash_max GPQA diamondVersion: Not reported 0.8984 fractionBest score (across scorers) Epoch AIAgent: Not reported
Scaffold: Not reported
2026-10-09

Source: Epoch AI, CC BY 4.0, accessed 2026-11-07. Adapted by RedRouter.

CC BY 4.0 · Original result · Licence evidence
deepseek-v4.1-flashdeepseek-v4.1-flash_max Mystery Game PuzzlesVersion: Not reported 0.4300 fractionBest score (across scorers) Epoch AIAgent: Not reported
Scaffold: Not reported
2026-10-08

Source: Epoch AI, CC BY 4.0, accessed 2026-11-07. Adapted by RedRouter.

CC BY 4.0 · Original result · Licence evidence
deepseek-v4.1-flashdeepseek-v4.1-flash_max OTIS Mock AIME 2024-2025Version: Not reported 0.9833 fractionBest score (across scorers) Epoch AIAgent: Not reported
Scaffold: Not reported
2026-10-08

Source: Epoch AI, CC BY 4.0, accessed 2026-11-07. Adapted by RedRouter.

CC BY 4.0 · Original result · Licence evidence
deepseek-v4.1-flashdeepseek-v4.1-flash_max SimpleQA VerifiedVersion: Not reported 0.4290 fractionBest score (across scorers) Epoch AIAgent: Not reported
Scaffold: Not reported
2026-10-13

Source: Epoch AI, CC BY 4.0, accessed 2026-11-07. Adapted by RedRouter.

CC BY 4.0 · Original result · Licence evidence
deepseek-v4.1-flashdeepseek-v4.1-flash_max WebDev ArenaVersion: Not reported 1,613.9500 pointsArena Score Arena (LMArena)Agent: Not reported
Scaffold: Not reported
Not reported

Source: Arena (LMArena), CC BY 4.0, accessed 2026-11-07. Adapted by RedRouter.

CC BY 4.0 · Original result · Licence evidence

Source: Epoch AI, CC BY 4.0, accessed 2026-11-07. Adapted by RedRouter.

CC BY 4.0

All external results →

Further reading