GLM 5.3 Flash

Updated Trailing 72 hours

Provider comparison

GLM 5.3 Flash provider routes · All regions · trailing 72 hours
Experiential Labsvia dealignai GLM 5.3 Flash uncensoredUnknown1,000,000 $0.237$0.150$0.500 76.80.97.5 100.0%32 / 32 requests ok07 Nov 2026, 18:09 UTC
NanoGPT → Arnict GLM 5.3 Flash uncensoredNVFP41,000,000 $0.230$0.131$0.525 195.61.23.6 100.0%32 / 32 requests ok07 Nov 2026, 18:13 UTC
NanoGPT → Heabsy GLM 5.3 Flash uncensoredNVFP41,000,000 $0.350$0.200$0.800 219.31.03.4 100.0%32 / 32 requests ok07 Nov 2026, 18:15 UTC
NanoGPT → OrcaRouter GLM 5.3 Flash uncensoredUnknown1,000,000 $1.050$0.840$1.680 50.22.212.2 100.0%32 / 32 requests ok07 Nov 2026, 18:15 UTC
OpenRoutervia z-ai/fp8 GLM 5.3 Flash noneFP81,048,576 $0.237$0.150$0.500 51.81.612.1 100.0%32 / 32 requests ok07 Nov 2026, 18:10 UTC
Refuseless GLM 5.3 Flash abliteratedNVFP41,048,576 $0.215$0.120$0.500 53.01.612.9 100.0%32 / 32 requests ok07 Nov 2026, 18:11 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 better0.061.4122.8184.2245.6NanoGPT → HeabsyNanoGPT → Heabsy: 219.3 tok/s219.3NanoGPT → ArnictNanoGPT → Arnict: 195.6 tok/s195.6Experiential Labs · deali…Experiential Labs · dealignai: 76.8 tok/s76.8RefuselessRefuseless: 53.0 tok/s53.0OpenRouter · z-ai/fp8OpenRouter · z-ai/fp8: 51.8 tok/s51.8NanoGPT → OrcaRouterNanoGPT → OrcaRouter: 50.2 tok/s50.2
Output speed, tok/s; higher is better0.061.4122.8184.2245.6NanoGPT → HeabsyNanoGPT → Heabsy: 219.3 tok/s219.3NanoGPT → ArnictNanoGPT → Arnict: 195.6 tok/s195.6Experiential Lab…Experiential Labs · dealignai: 76.8 tok/s76.8RefuselessRefuseless: 53.0 tok/s53.0OpenRouter · z-a…OpenRouter · z-ai/fp8: 51.8 tok/s51.8NanoGPT → OrcaRo…NanoGPT → OrcaRouter: 50.2 tok/s50.2

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 better0.00.61.21.82.4Experiential Labs · deali…Experiential Labs · dealignai: 0.9 s0.9NanoGPT → HeabsyNanoGPT → Heabsy: 1.0 s1.0NanoGPT → ArnictNanoGPT → Arnict: 1.2 s1.2OpenRouter · z-ai/fp8OpenRouter · z-ai/fp8: 1.6 s1.6RefuselessRefuseless: 1.6 s1.6NanoGPT → OrcaRouterNanoGPT → OrcaRouter: 2.2 s2.2
Time to first token, s; lower is better0.00.61.21.82.4Experiential Lab…Experiential Labs · dealignai: 0.9 s0.9NanoGPT → HeabsyNanoGPT → Heabsy: 1.0 s1.0NanoGPT → ArnictNanoGPT → Arnict: 1.2 s1.2OpenRouter · z-a…OpenRouter · z-ai/fp8: 1.6 s1.6RefuselessRefuseless: 1.6 s1.6NanoGPT → OrcaRo…NanoGPT → OrcaRouter: 2.2 s2.2

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 better0.03.67.210.914.5NanoGPT → HeabsyNanoGPT → Heabsy: 3.4 s3.4NanoGPT → ArnictNanoGPT → Arnict: 3.6 s3.6Experiential Labs · deali…Experiential Labs · dealignai: 7.5 s7.5OpenRouter · z-ai/fp8OpenRouter · z-ai/fp8: 12.1 s12.1NanoGPT → OrcaRouterNanoGPT → OrcaRouter: 12.2 s12.2RefuselessRefuseless: 12.9 s12.9
Time to 500 tokens, s; lower is better0.03.67.210.914.5NanoGPT → HeabsyNanoGPT → Heabsy: 3.4 s3.4NanoGPT → ArnictNanoGPT → Arnict: 3.6 s3.6Experiential Lab…Experiential Labs · dealignai: 7.5 s7.5OpenRouter · z-a…OpenRouter · z-ai/fp8: 12.1 s12.1NanoGPT → OrcaRo…NanoGPT → OrcaRouter: 12.2 s12.2RefuselessRefuseless: 12.9 s12.9

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 better0.000.290.590.881.18RefuselessRefuseless: 0.215 $ / 1M tokens0.215NanoGPT → ArnictNanoGPT → Arnict: 0.230 $ / 1M tokens0.230Experiential Labs · deali…Experiential Labs · dealignai: 0.237 $ / 1M tokens0.237OpenRouter · z-ai/fp8OpenRouter · z-ai/fp8: 0.237 $ / 1M tokens0.237NanoGPT → HeabsyNanoGPT → Heabsy: 0.350 $ / 1M tokens0.350NanoGPT → OrcaRouterNanoGPT → OrcaRouter: 1.050 $ / 1M tokens1.050
Blended price, $ / 1M tokens; lower is better0.000.290.590.881.18RefuselessRefuseless: 0.215 $ / 1M tokens0.215NanoGPT → ArnictNanoGPT → Arnict: 0.230 $ / 1M tokens0.230Experiential Lab…Experiential Labs · dealignai: 0.237 $ / 1M tokens0.237OpenRouter · z-a…OpenRouter · z-ai/fp8: 0.237 $ / 1M tokens0.237NanoGPT → HeabsyNanoGPT → Heabsy: 0.350 $ / 1M tokens0.350NanoGPT → OrcaRo…NanoGPT → OrcaRouter: 1.050 $ / 1M tokens1.050

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 · cheaper0.0000.30630.601260.911891.21252Blended price ($ / 1M tokens) →Output speed (tok/s) →Experiential Labs · dealignai: $0.237 / 1M tokens; 76.8 tok/sNanoGPT → Arnict: $0.230 / 1M tokens; 195.6 tok/sNanoGPT → Heabsy: $0.350 / 1M tokens; 219.3 tok/sNanoGPT → OrcaRouter: $1.050 / 1M tokens; 50.2 tok/sOpenRouter · z-ai/fp8: $0.237 / 1M tokens; 51.8 tok/sRefuseless: $0.215 / 1M tokens; 53.0 tok/s
Output speed versus blended price. Upper left is faster and cheaper. Shading divides each axis at its midpoint.Faster · cheaper0.0000.30630.601260.911891.21252Blended price ($ / 1M tokens) →Output speed (tok/s) →Experiential Labs · dealignai: $0.237 / 1M tokens; 76.8 tok/sNanoGPT → Arnict: $0.230 / 1M tokens; 195.6 tok/sNanoGPT → Heabsy: $0.350 / 1M tokens; 219.3 tok/sNanoGPT → OrcaRouter: $1.050 / 1M tokens; 50.2 tok/sOpenRouter · z-ai/fp8: $0.237 / 1M tokens; 51.8 tok/sRefuseless: $0.215 / 1M tokens; 53.0 tok/s
  • Experiential Labs · dealignai
  • NanoGPT → Arnict
  • NanoGPT → Heabsy
  • NanoGPT → OrcaRouter
  • OpenRouter · z-ai/fp8
  • Refuseless

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 Oct68.228 Oct136.531 Oct204.704 Nov272.907 NovExperiential Labs · dealignai · us-east-1 · 07 Nov 00:00 UTC: 83.0 tok/sExperiential Labs · dealignai · us-east-1 · 07 Nov 08:00 UTC: 78.3 tok/sExperiential Labs · dealignai · us-east-1 · 07 Nov 16:00 UTC: 77.1 tok/sExperiential Labs · dealignai · us-west-2 · 07 Nov 00:00 UTC: 82.4 tok/sExperiential Labs · dealignai · us-west-2 · 07 Nov 08:00 UTC: 81.3 tok/sExperiential Labs · dealignai · us-west-2 · 07 Nov 16:00 UTC: 73.4 tok/sNanoGPT → Arnict · us-east-1 · 07 Nov 00:00 UTC: 227.0 tok/sNanoGPT → Arnict · us-east-1 · 07 Nov 08:00 UTC: 220.2 tok/sNanoGPT → Arnict · us-east-1 · 07 Nov 16:00 UTC: 213.3 tok/sNanoGPT → Arnict · us-west-2 · 07 Nov 00:00 UTC: 243.7 tok/sNanoGPT → Arnict · us-west-2 · 07 Nov 08:00 UTC: 216.9 tok/sNanoGPT → Arnict · us-west-2 · 07 Nov 16:00 UTC: 194.4 tok/sNanoGPT → Heabsy · us-east-1 · 07 Nov 00:00 UTC: 154.7 tok/sNanoGPT → Heabsy · us-east-1 · 07 Nov 08:00 UTC: 174.0 tok/sNanoGPT → Heabsy · us-east-1 · 07 Nov 16:00 UTC: 212.7 tok/sNanoGPT → Heabsy · us-west-2 · 07 Nov 00:00 UTC: 172.9 tok/sNanoGPT → Heabsy · us-west-2 · 07 Nov 08:00 UTC: 183.3 tok/sNanoGPT → Heabsy · us-west-2 · 07 Nov 16:00 UTC: 226.9 tok/sNanoGPT → OrcaRouter · us-east-1 · 07 Nov 00:00 UTC: 52.0 tok/sNanoGPT → OrcaRouter · us-east-1 · 07 Nov 08:00 UTC: 48.6 tok/sNanoGPT → OrcaRouter · us-east-1 · 07 Nov 16:00 UTC: 50.6 tok/sNanoGPT → OrcaRouter · us-west-2 · 07 Nov 00:00 UTC: 45.5 tok/sNanoGPT → OrcaRouter · us-west-2 · 07 Nov 08:00 UTC: 48.4 tok/sNanoGPT → OrcaRouter · us-west-2 · 07 Nov 16:00 UTC: 49.7 tok/sOpenRouter · z-ai/fp8 · us-east-1 · 07 Nov 00:00 UTC: 56.0 tok/sOpenRouter · z-ai/fp8 · us-east-1 · 07 Nov 08:00 UTC: 54.5 tok/sOpenRouter · z-ai/fp8 · us-east-1 · 07 Nov 16:00 UTC: 51.8 tok/sOpenRouter · z-ai/fp8 · us-west-2 · 07 Nov 00:00 UTC: 53.3 tok/sOpenRouter · z-ai/fp8 · us-west-2 · 07 Nov 08:00 UTC: 52.4 tok/sOpenRouter · z-ai/fp8 · us-west-2 · 07 Nov 16:00 UTC: 52.4 tok/sRefuseless · us-east-1 · 07 Nov 00:00 UTC: 31.6 tok/sRefuseless · us-east-1 · 07 Nov 08:00 UTC: 37.3 tok/sRefuseless · us-east-1 · 07 Nov 16:00 UTC: 51.6 tok/sRefuseless · us-west-2 · 07 Nov 00:00 UTC: 50.5 tok/sRefuseless · us-west-2 · 07 Nov 08:00 UTC: 50.5 tok/sRefuseless · us-west-2 · 07 Nov 16:00 UTC: 53.0 tok/stok/s · UTC
Output speed, tok/s, trailing 14 days0.024 Oct68.228 Oct136.531 Oct204.704 Nov272.907 NovExperiential Labs · dealignai · us-east-1 · 07 Nov 00:00 UTC: 83.0 tok/sExperiential Labs · dealignai · us-east-1 · 07 Nov 08:00 UTC: 78.3 tok/sExperiential Labs · dealignai · us-east-1 · 07 Nov 16:00 UTC: 77.1 tok/sExperiential Labs · dealignai · us-west-2 · 07 Nov 00:00 UTC: 82.4 tok/sExperiential Labs · dealignai · us-west-2 · 07 Nov 08:00 UTC: 81.3 tok/sExperiential Labs · dealignai · us-west-2 · 07 Nov 16:00 UTC: 73.4 tok/sNanoGPT → Arnict · us-east-1 · 07 Nov 00:00 UTC: 227.0 tok/sNanoGPT → Arnict · us-east-1 · 07 Nov 08:00 UTC: 220.2 tok/sNanoGPT → Arnict · us-east-1 · 07 Nov 16:00 UTC: 213.3 tok/sNanoGPT → Arnict · us-west-2 · 07 Nov 00:00 UTC: 243.7 tok/sNanoGPT → Arnict · us-west-2 · 07 Nov 08:00 UTC: 216.9 tok/sNanoGPT → Arnict · us-west-2 · 07 Nov 16:00 UTC: 194.4 tok/sNanoGPT → Heabsy · us-east-1 · 07 Nov 00:00 UTC: 154.7 tok/sNanoGPT → Heabsy · us-east-1 · 07 Nov 08:00 UTC: 174.0 tok/sNanoGPT → Heabsy · us-east-1 · 07 Nov 16:00 UTC: 212.7 tok/sNanoGPT → Heabsy · us-west-2 · 07 Nov 00:00 UTC: 172.9 tok/sNanoGPT → Heabsy · us-west-2 · 07 Nov 08:00 UTC: 183.3 tok/sNanoGPT → Heabsy · us-west-2 · 07 Nov 16:00 UTC: 226.9 tok/sNanoGPT → OrcaRouter · us-east-1 · 07 Nov 00:00 UTC: 52.0 tok/sNanoGPT → OrcaRouter · us-east-1 · 07 Nov 08:00 UTC: 48.6 tok/sNanoGPT → OrcaRouter · us-east-1 · 07 Nov 16:00 UTC: 50.6 tok/sNanoGPT → OrcaRouter · us-west-2 · 07 Nov 00:00 UTC: 45.5 tok/sNanoGPT → OrcaRouter · us-west-2 · 07 Nov 08:00 UTC: 48.4 tok/sNanoGPT → OrcaRouter · us-west-2 · 07 Nov 16:00 UTC: 49.7 tok/sOpenRouter · z-ai/fp8 · us-east-1 · 07 Nov 00:00 UTC: 56.0 tok/sOpenRouter · z-ai/fp8 · us-east-1 · 07 Nov 08:00 UTC: 54.5 tok/sOpenRouter · z-ai/fp8 · us-east-1 · 07 Nov 16:00 UTC: 51.8 tok/sOpenRouter · z-ai/fp8 · us-west-2 · 07 Nov 00:00 UTC: 53.3 tok/sOpenRouter · z-ai/fp8 · us-west-2 · 07 Nov 08:00 UTC: 52.4 tok/sOpenRouter · z-ai/fp8 · us-west-2 · 07 Nov 16:00 UTC: 52.4 tok/sRefuseless · us-east-1 · 07 Nov 00:00 UTC: 31.6 tok/sRefuseless · us-east-1 · 07 Nov 08:00 UTC: 37.3 tok/sRefuseless · us-east-1 · 07 Nov 16:00 UTC: 51.6 tok/sRefuseless · us-west-2 · 07 Nov 00:00 UTC: 50.5 tok/sRefuseless · us-west-2 · 07 Nov 08:00 UTC: 50.5 tok/sRefuseless · us-west-2 · 07 Nov 16:00 UTC: 53.0 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 Oct1.531 Oct2.204 Nov3.007 NovExperiential Labs · dealignai · us-east-1 · 07 Nov 00:00 UTC: 0.8 secondsExperiential Labs · dealignai · us-east-1 · 07 Nov 08:00 UTC: 1.0 secondsExperiential Labs · dealignai · us-east-1 · 07 Nov 16:00 UTC: 0.9 secondsExperiential Labs · dealignai · us-west-2 · 07 Nov 00:00 UTC: 1.0 secondsExperiential Labs · dealignai · us-west-2 · 07 Nov 08:00 UTC: 1.0 secondsExperiential Labs · dealignai · us-west-2 · 07 Nov 16:00 UTC: 0.9 secondsNanoGPT → Arnict · us-east-1 · 07 Nov 00:00 UTC: 1.1 secondsNanoGPT → Arnict · us-east-1 · 07 Nov 08:00 UTC: 1.0 secondsNanoGPT → Arnict · us-east-1 · 07 Nov 16:00 UTC: 1.0 secondsNanoGPT → Arnict · us-west-2 · 07 Nov 00:00 UTC: 1.5 secondsNanoGPT → Arnict · us-west-2 · 07 Nov 08:00 UTC: 1.3 secondsNanoGPT → Arnict · us-west-2 · 07 Nov 16:00 UTC: 1.3 secondsNanoGPT → Heabsy · us-east-1 · 07 Nov 00:00 UTC: 1.0 secondsNanoGPT → Heabsy · us-east-1 · 07 Nov 08:00 UTC: 0.9 secondsNanoGPT → Heabsy · us-east-1 · 07 Nov 16:00 UTC: 0.9 secondsNanoGPT → Heabsy · us-west-2 · 07 Nov 00:00 UTC: 1.2 secondsNanoGPT → Heabsy · us-west-2 · 07 Nov 08:00 UTC: 1.2 secondsNanoGPT → Heabsy · us-west-2 · 07 Nov 16:00 UTC: 1.2 secondsNanoGPT → OrcaRouter · us-east-1 · 07 Nov 00:00 UTC: 1.7 secondsNanoGPT → OrcaRouter · us-east-1 · 07 Nov 08:00 UTC: 2.3 secondsNanoGPT → OrcaRouter · us-east-1 · 07 Nov 16:00 UTC: 2.0 secondsNanoGPT → OrcaRouter · us-west-2 · 07 Nov 00:00 UTC: 2.3 secondsNanoGPT → OrcaRouter · us-west-2 · 07 Nov 08:00 UTC: 2.6 secondsNanoGPT → OrcaRouter · us-west-2 · 07 Nov 16:00 UTC: 2.3 secondsOpenRouter · z-ai/fp8 · us-east-1 · 07 Nov 00:00 UTC: 1.7 secondsOpenRouter · z-ai/fp8 · us-east-1 · 07 Nov 08:00 UTC: 1.6 secondsOpenRouter · z-ai/fp8 · us-east-1 · 07 Nov 16:00 UTC: 1.6 secondsOpenRouter · z-ai/fp8 · us-west-2 · 07 Nov 00:00 UTC: 1.7 secondsOpenRouter · z-ai/fp8 · us-west-2 · 07 Nov 08:00 UTC: 1.7 secondsOpenRouter · z-ai/fp8 · us-west-2 · 07 Nov 16:00 UTC: 1.6 secondsRefuseless · us-east-1 · 07 Nov 00:00 UTC: 2.7 secondsRefuseless · us-east-1 · 07 Nov 08:00 UTC: 2.4 secondsRefuseless · us-east-1 · 07 Nov 16:00 UTC: 2.2 secondsRefuseless · us-west-2 · 07 Nov 00:00 UTC: 1.6 secondsRefuseless · us-west-2 · 07 Nov 08:00 UTC: 1.6 secondsRefuseless · us-west-2 · 07 Nov 16:00 UTC: 1.6 secondsseconds · UTC
Time to first token, seconds, trailing 14 days0.024 Oct0.728 Oct1.531 Oct2.204 Nov3.007 NovExperiential Labs · dealignai · us-east-1 · 07 Nov 00:00 UTC: 0.8 secondsExperiential Labs · dealignai · us-east-1 · 07 Nov 08:00 UTC: 1.0 secondsExperiential Labs · dealignai · us-east-1 · 07 Nov 16:00 UTC: 0.9 secondsExperiential Labs · dealignai · us-west-2 · 07 Nov 00:00 UTC: 1.0 secondsExperiential Labs · dealignai · us-west-2 · 07 Nov 08:00 UTC: 1.0 secondsExperiential Labs · dealignai · us-west-2 · 07 Nov 16:00 UTC: 0.9 secondsNanoGPT → Arnict · us-east-1 · 07 Nov 00:00 UTC: 1.1 secondsNanoGPT → Arnict · us-east-1 · 07 Nov 08:00 UTC: 1.0 secondsNanoGPT → Arnict · us-east-1 · 07 Nov 16:00 UTC: 1.0 secondsNanoGPT → Arnict · us-west-2 · 07 Nov 00:00 UTC: 1.5 secondsNanoGPT → Arnict · us-west-2 · 07 Nov 08:00 UTC: 1.3 secondsNanoGPT → Arnict · us-west-2 · 07 Nov 16:00 UTC: 1.3 secondsNanoGPT → Heabsy · us-east-1 · 07 Nov 00:00 UTC: 1.0 secondsNanoGPT → Heabsy · us-east-1 · 07 Nov 08:00 UTC: 0.9 secondsNanoGPT → Heabsy · us-east-1 · 07 Nov 16:00 UTC: 0.9 secondsNanoGPT → Heabsy · us-west-2 · 07 Nov 00:00 UTC: 1.2 secondsNanoGPT → Heabsy · us-west-2 · 07 Nov 08:00 UTC: 1.2 secondsNanoGPT → Heabsy · us-west-2 · 07 Nov 16:00 UTC: 1.2 secondsNanoGPT → OrcaRouter · us-east-1 · 07 Nov 00:00 UTC: 1.7 secondsNanoGPT → OrcaRouter · us-east-1 · 07 Nov 08:00 UTC: 2.3 secondsNanoGPT → OrcaRouter · us-east-1 · 07 Nov 16:00 UTC: 2.0 secondsNanoGPT → OrcaRouter · us-west-2 · 07 Nov 00:00 UTC: 2.3 secondsNanoGPT → OrcaRouter · us-west-2 · 07 Nov 08:00 UTC: 2.6 secondsNanoGPT → OrcaRouter · us-west-2 · 07 Nov 16:00 UTC: 2.3 secondsOpenRouter · z-ai/fp8 · us-east-1 · 07 Nov 00:00 UTC: 1.7 secondsOpenRouter · z-ai/fp8 · us-east-1 · 07 Nov 08:00 UTC: 1.6 secondsOpenRouter · z-ai/fp8 · us-east-1 · 07 Nov 16:00 UTC: 1.6 secondsOpenRouter · z-ai/fp8 · us-west-2 · 07 Nov 00:00 UTC: 1.7 secondsOpenRouter · z-ai/fp8 · us-west-2 · 07 Nov 08:00 UTC: 1.7 secondsOpenRouter · z-ai/fp8 · us-west-2 · 07 Nov 16:00 UTC: 1.6 secondsRefuseless · us-east-1 · 07 Nov 00:00 UTC: 2.7 secondsRefuseless · us-east-1 · 07 Nov 08:00 UTC: 2.4 secondsRefuseless · us-east-1 · 07 Nov 16:00 UTC: 2.2 secondsRefuseless · us-west-2 · 07 Nov 00:00 UTC: 1.6 secondsRefuseless · us-west-2 · 07 Nov 08:00 UTC: 1.6 secondsRefuseless · us-west-2 · 07 Nov 16:00 UTC: 1.6 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 NovExperiential Labs · dealignai · us-east-1 · 07 Nov 00:00 UTC: 100.0 %Experiential Labs · dealignai · us-east-1 · 07 Nov 08:00 UTC: 100.0 %Experiential Labs · dealignai · us-east-1 · 07 Nov 16:00 UTC: 100.0 %Experiential Labs · dealignai · us-west-2 · 07 Nov 00:00 UTC: 100.0 %Experiential Labs · dealignai · us-west-2 · 07 Nov 08:00 UTC: 100.0 %Experiential Labs · dealignai · us-west-2 · 07 Nov 16:00 UTC: 100.0 %NanoGPT → Arnict · us-east-1 · 07 Nov 00:00 UTC: 100.0 %NanoGPT → Arnict · us-east-1 · 07 Nov 08:00 UTC: 100.0 %NanoGPT → Arnict · us-east-1 · 07 Nov 16:00 UTC: 100.0 %NanoGPT → Arnict · us-west-2 · 07 Nov 00:00 UTC: 100.0 %NanoGPT → Arnict · us-west-2 · 07 Nov 08:00 UTC: 100.0 %NanoGPT → Arnict · us-west-2 · 07 Nov 16:00 UTC: 100.0 %NanoGPT → Heabsy · us-east-1 · 07 Nov 00:00 UTC: 100.0 %NanoGPT → Heabsy · us-east-1 · 07 Nov 08:00 UTC: 100.0 %NanoGPT → Heabsy · us-east-1 · 07 Nov 16:00 UTC: 100.0 %NanoGPT → Heabsy · us-west-2 · 07 Nov 00:00 UTC: 100.0 %NanoGPT → Heabsy · us-west-2 · 07 Nov 08:00 UTC: 100.0 %NanoGPT → Heabsy · us-west-2 · 07 Nov 16:00 UTC: 100.0 %NanoGPT → OrcaRouter · us-east-1 · 07 Nov 00:00 UTC: 100.0 %NanoGPT → OrcaRouter · us-east-1 · 07 Nov 08:00 UTC: 100.0 %NanoGPT → OrcaRouter · us-east-1 · 07 Nov 16:00 UTC: 100.0 %NanoGPT → OrcaRouter · us-west-2 · 07 Nov 00:00 UTC: 100.0 %NanoGPT → OrcaRouter · us-west-2 · 07 Nov 08:00 UTC: 100.0 %NanoGPT → OrcaRouter · us-west-2 · 07 Nov 16:00 UTC: 100.0 %OpenRouter · z-ai/fp8 · us-east-1 · 07 Nov 00:00 UTC: 100.0 %OpenRouter · z-ai/fp8 · us-east-1 · 07 Nov 08:00 UTC: 100.0 %OpenRouter · z-ai/fp8 · us-east-1 · 07 Nov 16:00 UTC: 100.0 %OpenRouter · z-ai/fp8 · us-west-2 · 07 Nov 00:00 UTC: 100.0 %OpenRouter · z-ai/fp8 · us-west-2 · 07 Nov 08:00 UTC: 100.0 %OpenRouter · z-ai/fp8 · 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 %% · UTC
Success rate, %, trailing 14 days0.024 Oct25.028 Oct50.031 Oct75.004 Nov100.007 NovExperiential Labs · dealignai · us-east-1 · 07 Nov 00:00 UTC: 100.0 %Experiential Labs · dealignai · us-east-1 · 07 Nov 08:00 UTC: 100.0 %Experiential Labs · dealignai · us-east-1 · 07 Nov 16:00 UTC: 100.0 %Experiential Labs · dealignai · us-west-2 · 07 Nov 00:00 UTC: 100.0 %Experiential Labs · dealignai · us-west-2 · 07 Nov 08:00 UTC: 100.0 %Experiential Labs · dealignai · us-west-2 · 07 Nov 16:00 UTC: 100.0 %NanoGPT → Arnict · us-east-1 · 07 Nov 00:00 UTC: 100.0 %NanoGPT → Arnict · us-east-1 · 07 Nov 08:00 UTC: 100.0 %NanoGPT → Arnict · us-east-1 · 07 Nov 16:00 UTC: 100.0 %NanoGPT → Arnict · us-west-2 · 07 Nov 00:00 UTC: 100.0 %NanoGPT → Arnict · us-west-2 · 07 Nov 08:00 UTC: 100.0 %NanoGPT → Arnict · us-west-2 · 07 Nov 16:00 UTC: 100.0 %NanoGPT → Heabsy · us-east-1 · 07 Nov 00:00 UTC: 100.0 %NanoGPT → Heabsy · us-east-1 · 07 Nov 08:00 UTC: 100.0 %NanoGPT → Heabsy · us-east-1 · 07 Nov 16:00 UTC: 100.0 %NanoGPT → Heabsy · us-west-2 · 07 Nov 00:00 UTC: 100.0 %NanoGPT → Heabsy · us-west-2 · 07 Nov 08:00 UTC: 100.0 %NanoGPT → Heabsy · us-west-2 · 07 Nov 16:00 UTC: 100.0 %NanoGPT → OrcaRouter · us-east-1 · 07 Nov 00:00 UTC: 100.0 %NanoGPT → OrcaRouter · us-east-1 · 07 Nov 08:00 UTC: 100.0 %NanoGPT → OrcaRouter · us-east-1 · 07 Nov 16:00 UTC: 100.0 %NanoGPT → OrcaRouter · us-west-2 · 07 Nov 00:00 UTC: 100.0 %NanoGPT → OrcaRouter · us-west-2 · 07 Nov 08:00 UTC: 100.0 %NanoGPT → OrcaRouter · us-west-2 · 07 Nov 16:00 UTC: 100.0 %OpenRouter · z-ai/fp8 · us-east-1 · 07 Nov 00:00 UTC: 100.0 %OpenRouter · z-ai/fp8 · us-east-1 · 07 Nov 08:00 UTC: 100.0 %OpenRouter · z-ai/fp8 · us-east-1 · 07 Nov 16:00 UTC: 100.0 %OpenRouter · z-ai/fp8 · us-west-2 · 07 Nov 00:00 UTC: 100.0 %OpenRouter · z-ai/fp8 · us-west-2 · 07 Nov 08:00 UTC: 100.0 %OpenRouter · z-ai/fp8 · 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 %% · 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
glm-5.3-flashglm-5.3-flash_max Chess PuzzlesVersion: Not reported 0.2100 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
glm-5.3-flashglm-5.3-flash_max FrontierMath-Tier-4-v2-PrivateVersion: Not reported 0.1707 fractionBest score (across scorers) Epoch AIAgent: Not reported
Scaffold: Not reported
2026-08-27

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

CC BY 4.0 · Original result · Licence evidence
glm-5.3-flashglm-5.3-flash_max FrontierMath-Tiers-1-3-v2-PrivateVersion: Not reported 0.5579 fractionBest score (across scorers) Epoch AIAgent: Not reported
Scaffold: Not reported
2026-08-27

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

CC BY 4.0 · Original result · Licence evidence
glm-5.3-flashglm-5.3-flash_max GPQA diamondVersion: Not reported 0.9015 fractionBest score (across scorers) Epoch AIAgent: Not reported
Scaffold: Not reported
2026-08-26

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

CC BY 4.0 · Original result · Licence evidence
glm-5.3-flashglm-5.3-flash_max Mystery Game PuzzlesVersion: Not reported 0.0800 fractionBest score (across scorers) Epoch AIAgent: Not reported
Scaffold: Not reported
2026-08-28

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

CC BY 4.0 · Original result · Licence evidence
glm-5.3-flashglm-5.3-flash_max OTIS Mock AIME 2024-2025Version: Not reported 0.9389 fractionBest score (across scorers) Epoch AIAgent: Not reported
Scaffold: Not reported
2026-08-26

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

CC BY 4.0 · Original result · Licence evidence
glm-5.3-flashglm-5.3-flash_unknown WebDev ArenaVersion: Not reported 1,607.0900 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