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Rankings

AIPing.tech leaderboard — end-to-end prompt performance
UTC Right now: last 60m OK in window: 1648 Last OK: 1m ago Averages: min 3 samples Stability: 12h / min 5 OK Reliability: 24h / min 8 runs
How we measure

Each probe fires a full chat prompt and waits for the streamed answer. The latency covers queueing, model thinking, and transport — never just a bare ping.

Metrics refresh continuously from UTC timestamps and reflect successful responses unless noted.

Disciplines

Stability highlights the smallest runtime spread on successful runs, while Reliability rewards the highest share of OK answers. Both reuse the same end-to-end probes as the latency tables.

Fastest right now

Latest successful prompt per model/connection (last 60m)
#1 Groq Direct openai/gpt-oss-20b
n=1 · last 1m ago
0 ms
#2 Groq Direct openai/gpt-oss-120b
n=1 · last 1m ago
0 ms
#3 Groq Direct meta-llama/llama-4-scout-17b-16e-instruct
n=1 · last 5m ago
0 ms
#4 Mistral Direct open-mistral-7b
n=1 · last 1m ago
0 ms
#5 Mistral Direct voxtral-mini-latest
n=1 · last 5m ago
0 ms
#6 Mistral Direct voxtral-small-2507
n=1 · last 5m ago
0 ms
#7 Mistral Direct pixtral-12b-latest
n=1 · last 1m ago
0 ms
#8 Mistral Direct voxtral-small-latest
n=1 · last 5m ago
0 ms
#9 Groq Direct openai/gpt-oss-safeguard-20b
n=1 · last 1m ago
0 ms
#10 Mistral Direct labs-mistral-small-creative
n=1 · last 5m ago
0 ms
#11 Groq Direct llama-3.1-8b-instant
n=1 · last 5m ago
0 ms
#12 Groq Direct allam-2-7b
n=1 · last 1m ago
0 ms
#13 Groq Direct qwen/qwen3-32b
n=1 · last 1m ago
0 ms
#14 Mistral Direct ministral-3b-latest
n=1 · last 13m ago
0 ms
#15 Groq Direct groq/compound
n=1 · last 5m ago
0 ms
#16 Mistral Direct mistral-tiny-2312
n=1 · last 5m ago
0 ms
#17 Mistral Direct ministral-8b-latest
n=1 · last 1m ago
0 ms
#18 Groq Direct llama-3.3-70b-versatile
n=1 · last 1m ago
0 ms
#19 Mistral Direct mistral-medium-2505
n=1 · last 13m ago
0 ms
#20 Mistral Direct codestral-2411-rc5
n=1 · last 5m ago
0 ms
#21 Mistral Direct mistral-tiny
n=1 · last 10m ago
0 ms
#22 Mistral Direct codestral-2412
n=1 · last 13m ago
0 ms
#23 Mistral Direct magistral-small-2509
n=1 · last 5m ago
0 ms
#24 Mistral Direct ministral-14b-latest
n=1 · last 5m ago
0 ms
#25 Mistral Direct mistral-small-2506
n=1 · last 1m ago
0 ms

Most stable

Standard deviation on successful prompts (last 12h, min 5 OK)
#1 ChatGPT Direct gpt-4.1-mini
n=65 · avg 307.6 ms · last 1m ago
SD 21.9 ms
#2 Groq Direct openai/gpt-oss-120b
n=65 · avg 116.1 ms · last 1m ago
SD 22.1 ms
#3 ChatGPT Direct gpt-4.1-2025-04-14
n=65 · avg 306.7 ms · last 1m ago
SD 23.3 ms
#4 ChatGPT Direct gpt-3.5-turbo-instruct-0914
n=97 · avg 345.8 ms · last 5m ago
SD 23.4 ms
#5 ChatGPT Direct gpt-4o
n=65 · avg 312.9 ms · last 1m ago
SD 24.5 ms
#6 ChatGPT Direct o3-mini
n=65 · avg 280.8 ms · last 1m ago
SD 25.8 ms
#7 ChatGPT Direct gpt-4.1-nano-2025-04-14
n=65 · avg 309.6 ms · last 1m ago
SD 25.9 ms
#8 ChatGPT Direct gpt-realtime-mini
n=97 · avg 340.9 ms · last 5m ago
SD 27.9 ms
#9 ChatGPT Direct gpt-5-nano-2025-08-07
n=97 · avg 310.7 ms · last 5m ago
SD 28.9 ms
#10 ChatGPT Direct o3
n=65 · avg 328.1 ms · last 1m ago
SD 30.9 ms
#11 Groq Direct moonshotai/kimi-k2-instruct-0905
n=65 · avg 274.6 ms · last 1m ago
SD 32.5 ms
#12 ChatGPT Direct gpt-4o-2024-05-13
n=65 · avg 328.1 ms · last 1m ago
SD 35.5 ms
#13 Mistral Direct pixtral-large-2411
n=65 · avg 264.3 ms · last 1m ago
SD 35.5 ms
#14 Gemini Direct gemini-robotics-er-1.5-preview
n=12 · avg 342.3 ms · last 45m ago
SD 37.1 ms
#15 ChatGPT Direct gpt-4.1-nano
n=65 · avg 309.9 ms · last 1m ago
SD 37.4 ms
#16 ChatGPT Direct gpt-3.5-turbo-instruct
n=97 · avg 343.9 ms · last 5m ago
SD 38.6 ms
#17 ChatGPT Direct gpt-5-nano
n=97 · avg 312 ms · last 5m ago
SD 39 ms
#18 ChatGPT Direct gpt-audio-mini
n=97 · avg 337.1 ms · last 5m ago
SD 39.2 ms
#19 Mistral Direct mistral-large-pixtral-2411
n=65 · avg 303.4 ms · last 1m ago
SD 40.9 ms
#20 Mistral Direct voxtral-mini-latest
n=65 · avg 187.2 ms · last 5m ago
SD 41.2 ms
#21 ChatGPT Direct gpt-5-2025-08-07
n=97 · avg 335.8 ms · last 5m ago
SD 41.2 ms
#22 ChatGPT Direct gpt-4.1-mini-2025-04-14
n=65 · avg 320.9 ms · last 1m ago
SD 41.4 ms
#23 ChatGPT Direct o1
n=65 · avg 343.2 ms · last 1m ago
SD 42.5 ms
#24 Mistral Direct mistral-vibe-cli-latest
n=48 · avg 314.4 ms · last 13m ago
SD 43.1 ms
#25 Groq Direct llama-3.1-8b-instant
n=65 · avg 179.1 ms · last 5m ago
SD 47.1 ms

Best reliability

Success share across full prompts (last 24h, min 8 runs, min 1 OK)
#1 Groq Direct openai/gpt-oss-120b
125 ok / 125 · avg 114.8 ms · last 1m ago
100% OK
#2 Groq Direct meta-llama/llama-4-scout-17b-16e-instruct
125 ok / 125 · avg 125 ms · last 5m ago
100% OK
#3 Groq Direct openai/gpt-oss-20b
188 ok / 188 · avg 151.5 ms · last 1m ago
100% OK
#4 Groq Direct llama-3.1-8b-instant
125 ok / 125 · avg 194 ms · last 5m ago
100% OK
#5 Mistral Direct voxtral-mini-latest
125 ok / 125 · avg 200 ms · last 5m ago
100% OK
#6 Groq Direct qwen/qwen3-32b
125 ok / 125 · avg 201.1 ms · last 1m ago
100% OK
#7 Mistral Direct open-mistral-7b
125 ok / 125 · avg 203.7 ms · last 1m ago
100% OK
#8 Groq Direct openai/gpt-oss-safeguard-20b
125 ok / 125 · avg 209.5 ms · last 1m ago
100% OK
#9 Groq Direct groq/compound
125 ok / 125 · avg 225 ms · last 5m ago
100% OK
#10 Mistral Direct voxtral-small-2507
187 ok / 187 · avg 231.5 ms · last 5m ago
100% OK
#11 Mistral Direct codestral-latest
125 ok / 125 · avg 236.5 ms · last 1m ago
100% OK
#12 Mistral Direct voxtral-mini-2507
120 ok / 120 · avg 238.3 ms · last 10m ago
100% OK
#13 Mistral Direct ministral-3b-2512
125 ok / 125 · avg 246.9 ms · last 1m ago
100% OK
#14 Mistral Direct voxtral-small-latest
187 ok / 187 · avg 253 ms · last 5m ago
100% OK
#15 Mistral Direct pixtral-12b-latest
125 ok / 125 · avg 261.1 ms · last 1m ago
100% OK
#16 Groq Direct llama-3.3-70b-versatile
125 ok / 125 · avg 268.8 ms · last 1m ago
100% OK
#17 Groq Direct allam-2-7b
125 ok / 125 · avg 271.9 ms · last 1m ago
100% OK
#18 Mistral Direct labs-mistral-small-creative
125 ok / 125 · avg 272.8 ms · last 5m ago
100% OK
#19 Mistral Direct pixtral-large-2411
125 ok / 125 · avg 289.2 ms · last 1m ago
100% OK
#20 Mistral Direct ministral-8b-latest
125 ok / 125 · avg 290.8 ms · last 1m ago
100% OK
#21 ChatGPT Direct o3-mini
125 ok / 125 · avg 291.4 ms · last 1m ago
100% OK
#22 Mistral Direct ministral-8b-2512
120 ok / 120 · avg 291.7 ms · last 10m ago
100% OK
#23 ChatGPT Direct gpt-4o-mini
125 ok / 125 · avg 299.5 ms · last 5m ago
100% OK
#24 Mistral Direct mistral-tiny-latest
125 ok / 125 · avg 303.1 ms · last 1m ago
100% OK
#25 ChatGPT Direct o3-mini-2025-01-31
125 ok / 125 · avg 303.3 ms · last 1m ago
100% OK

Fastest today

Average latency since 00:00 UTC
#1 Groq Direct meta-llama/llama-4-scout-17b-16e-instruct
n=43 · last 5m ago
0 ms
#2 Groq Direct openai/gpt-oss-20b
n=65 · last 1m ago
0 ms
#3 Groq Direct openai/gpt-oss-120b
n=43 · last 1m ago
0 ms
#4 Groq Direct llama-3.1-8b-instant
n=43 · last 5m ago
0 ms
#5 Mistral Direct open-mistral-7b
n=43 · last 1m ago
0 ms
#6 Mistral Direct voxtral-mini-latest
n=43 · last 5m ago
0 ms
#7 Mistral Direct voxtral-small-latest
n=64 · last 5m ago
0 ms
#8 Groq Direct groq/compound
n=43 · last 5m ago
0 ms
#9 Groq Direct openai/gpt-oss-safeguard-20b
n=43 · last 1m ago
0 ms
#10 Mistral Direct voxtral-small-2507
n=64 · last 5m ago
0 ms
#11 Mistral Direct pixtral-12b-latest
n=43 · last 1m ago
0 ms
#12 Groq Direct qwen/qwen3-32b
n=43 · last 1m ago
0 ms
#13 Mistral Direct codestral-latest
n=43 · last 1m ago
0 ms
#14 Mistral Direct ministral-3b-2512
n=43 · last 1m ago
0 ms
#15 Mistral Direct ministral-14b-2512
n=43 · last 1m ago
0 ms
#16 Mistral Direct voxtral-mini-2507
n=42 · last 10m ago
0 ms
#17 Mistral Direct pixtral-12b-2409
n=32 · last 13m ago
0 ms
#18 Mistral Direct mistral-medium-latest
n=42 · last 10m ago
0 ms
#19 Mistral Direct ministral-8b-2512
n=42 · last 10m ago
0 ms
#20 Mistral Direct codestral-2411-rc5
n=43 · last 5m ago
0 ms
#21 Mistral Direct pixtral-large-2411
n=43 · last 1m ago
0 ms
#22 Mistral Direct mistral-tiny-2312
n=43 · last 5m ago
0 ms
#23 Groq Direct moonshotai/kimi-k2-instruct-0905
n=43 · last 1m ago
0 ms
#24 Mistral Direct mistral-tiny-latest
n=43 · last 1m ago
0 ms
#25 ChatGPT Direct o3-mini
n=43 · last 1m ago
0 ms

Fastest yesterday

Average latency for previous UTC day
#1 Groq Direct openai/gpt-oss-120b
n=120 · last 8h ago
0 ms
#2 Groq Direct meta-llama/llama-4-scout-17b-16e-instruct
n=120 · last 8h ago
0 ms
#3 Groq Direct openai/gpt-oss-20b
n=180 · last 8h ago
0 ms
#4 Groq Direct llama-3.1-8b-instant
n=120 · last 8h ago
0 ms
#5 Mistral Direct voxtral-mini-latest
n=120 · last 8h ago
0 ms
#6 Groq Direct openai/gpt-oss-safeguard-20b
n=120 · last 8h ago
0 ms
#7 Groq Direct qwen/qwen3-32b
n=119 · last 8h ago
0 ms
#8 Groq Direct groq/compound
n=120 · last 8h ago
0 ms
#9 Groq Direct llama-3.3-70b-versatile
n=120 · last 8h ago
0 ms
#10 Mistral Direct voxtral-small-2507
n=180 · last 8h ago
0 ms
#11 Groq Direct allam-2-7b
n=120 · last 8h ago
0 ms
#12 Mistral Direct open-mistral-7b
n=120 · last 8h ago
0 ms
#13 Mistral Direct pixtral-12b
n=90 · last 8h ago
0 ms
#14 Mistral Direct voxtral-small-latest
n=180 · last 8h ago
0 ms
#15 Mistral Direct ministral-8b-latest
n=120 · last 8h ago
0 ms
#16 Mistral Direct labs-mistral-small-creative
n=120 · last 8h ago
0 ms
#17 Mistral Direct ministral-3b-2512
n=120 · last 8h ago
0 ms
#18 Mistral Direct codestral-latest
n=120 · last 8h ago
0 ms
#19 Mistral Direct pixtral-12b-latest
n=120 · last 8h ago
0 ms
#20 ChatGPT Direct gpt-4o-mini
n=120 · last 8h ago
0 ms
#21 ChatGPT Direct o3-mini-2025-01-31
n=120 · last 8h ago
0 ms
#22 Mistral Direct mistral-tiny-latest
n=120 · last 8h ago
0 ms
#23 ChatGPT Direct o3-mini
n=120 · last 8h ago
0 ms
#24 ChatGPT Direct gpt-4.1
n=120 · last 8h ago
0 ms
#25 Mistral Direct mistral-vibe-cli-latest
n=90 · last 8h ago
0 ms

Fastest 24h avg

Average latency over last 24h (rolling)
#1 Groq Direct openai/gpt-oss-120b
n=125 · last 1m ago
0 ms
#2 Groq Direct meta-llama/llama-4-scout-17b-16e-instruct
n=125 · last 5m ago
0 ms
#3 Groq Direct openai/gpt-oss-20b
n=188 · last 1m ago
0 ms
#4 Groq Direct llama-3.1-8b-instant
n=125 · last 5m ago
0 ms
#5 Mistral Direct voxtral-mini-latest
n=125 · last 5m ago
0 ms
#6 Groq Direct qwen/qwen3-32b
n=125 · last 1m ago
0 ms
#7 Mistral Direct open-mistral-7b
n=125 · last 1m ago
0 ms
#8 Groq Direct openai/gpt-oss-safeguard-20b
n=125 · last 1m ago
0 ms
#9 Groq Direct groq/compound
n=125 · last 5m ago
0 ms
#10 Mistral Direct voxtral-small-2507
n=187 · last 5m ago
0 ms
#11 Mistral Direct codestral-latest
n=125 · last 1m ago
0 ms
#12 Mistral Direct voxtral-mini-2507
n=120 · last 10m ago
0 ms
#13 Mistral Direct ministral-3b-2512
n=125 · last 1m ago
0 ms
#14 Mistral Direct voxtral-small-latest
n=187 · last 5m ago
0 ms
#15 Mistral Direct pixtral-12b-latest
n=125 · last 1m ago
0 ms
#16 Groq Direct llama-3.3-70b-versatile
n=125 · last 1m ago
0 ms
#17 Groq Direct allam-2-7b
n=125 · last 1m ago
0 ms
#18 Mistral Direct pixtral-12b
n=92 · last 13m ago
0 ms
#19 Mistral Direct labs-mistral-small-creative
n=125 · last 5m ago
0 ms
#20 Mistral Direct pixtral-large-2411
n=125 · last 1m ago
0 ms
#21 Mistral Direct ministral-8b-latest
n=125 · last 1m ago
0 ms
#22 ChatGPT Direct o3-mini
n=125 · last 1m ago
0 ms
#23 Mistral Direct ministral-8b-2512
n=120 · last 10m ago
0 ms
#24 ChatGPT Direct gpt-4o-mini
n=125 · last 5m ago
0 ms
#25 Mistral Direct mistral-tiny-latest
n=125 · last 1m ago
0 ms

Fastest 7d avg

Average latency over last 7 days (rolling)
#1 Groq Direct openai/gpt-oss-120b
n=845 · last 1m ago
0 ms
#2 Groq Direct meta-llama/llama-4-scout-17b-16e-instruct
n=844 · last 5m ago
0 ms
#3 Groq Direct openai/gpt-oss-20b
n=1268 · last 1m ago
0 ms
#4 Groq Direct llama-3.1-8b-instant
n=845 · last 5m ago
0 ms
#5 Groq Direct openai/gpt-oss-safeguard-20b
n=845 · last 1m ago
0 ms
#6 Groq Direct qwen/qwen3-32b
n=844 · last 1m ago
0 ms
#7 Mistral Direct voxtral-small-latest
n=1267 · last 5m ago
0 ms
#8 Mistral Direct voxtral-small-2507
n=1267 · last 5m ago
0 ms
#9 Mistral Direct voxtral-mini-latest
n=845 · last 5m ago
0 ms
#10 Groq Direct llama-3.3-70b-versatile
n=845 · last 1m ago
0 ms
#11 Mistral Direct open-mistral-7b
n=845 · last 1m ago
0 ms
#12 Groq Direct allam-2-7b
n=845 · last 1m ago
0 ms
#13 Groq Direct groq/compound
n=845 · last 5m ago
0 ms
#14 Mistral Direct pixtral-12b-latest
n=845 · last 1m ago
0 ms
#15 Mistral Direct ministral-8b-latest
n=845 · last 1m ago
0 ms
#16 Mistral Direct pixtral-12b
n=630 · last 13m ago
0 ms
#17 Mistral Direct voxtral-mini-2507
n=806 · last 10m ago
0 ms
#18 ChatGPT Direct gpt-4o-mini
n=845 · last 5m ago
0 ms
#19 Mistral Direct mistral-tiny-2312
n=845 · last 5m ago
0 ms
#20 ChatGPT Direct o3-mini-2025-01-31
n=845 · last 1m ago
0 ms
#21 Mistral Direct ministral-3b-2512
n=845 · last 1m ago
0 ms
#22 ChatGPT Direct o3-mini
n=845 · last 1m ago
0 ms
#23 ChatGPT Direct o4-mini
n=845 · last 1m ago
0 ms
#24 Mistral Direct ministral-3b-latest
n=633 · last 13m ago
0 ms
#25 Mistral Direct ministral-8b-2512
n=807 · last 10m ago
0 ms