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Rankings

AIPing.tech leaderboard — end-to-end prompt performance
UTC Right now: last 60m OK in window: 1726 Last OK: 2m 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 2m ago
0 ms
#2 Groq Direct openai/gpt-oss-120b
n=1 · last 2m ago
0 ms
#3 Groq Direct llama-3.1-8b-instant
n=1 · last 6m ago
0 ms
#4 Groq Direct llama-3.3-70b-versatile
n=1 · last 2m ago
0 ms
#5 Mistral Direct open-mistral-7b
n=1 · last 2m ago
0 ms
#6 Mistral Direct pixtral-12b-2409
n=1 · last 6m ago
0 ms
#7 Mistral Direct voxtral-mini-2507
n=1 · last 6m ago
0 ms
#8 Mistral Direct voxtral-mini-latest
n=1 · last 6m ago
0 ms
#9 Mistral Direct ministral-8b-latest
n=1 · last 2m ago
0 ms
#10 Groq Direct openai/gpt-oss-safeguard-20b
n=1 · last 2m ago
0 ms
#11 Groq Direct allam-2-7b
n=1 · last 2m ago
0 ms
#12 Mistral Direct ministral-3b-latest
n=1 · last 6m ago
0 ms
#13 Mistral Direct ministral-3b-2410
n=1 · last 6m ago
0 ms
#14 Mistral Direct ministral-8b-2410
n=1 · last 6m ago
0 ms
#15 Groq Direct qwen/qwen3-32b
n=1 · last 2m ago
0 ms
#16 Mistral Direct mistral-small-2506
n=1 · last 2m ago
0 ms
#17 Mistral Direct codestral-2411-rc5
n=1 · last 6m ago
0 ms
#18 Groq Direct meta-llama/llama-4-scout-17b-16e-instruct
n=1 · last 6m ago
0 ms
#19 Mistral Direct ministral-8b-2512
n=1 · last 6m ago
0 ms
#20 Mistral Direct voxtral-small-2507
n=1 · last 6m ago
0 ms
#21 Mistral Direct pixtral-12b-latest
n=1 · last 2m ago
0 ms
#22 Mistral Direct codestral-2501
n=1 · last 6m ago
0 ms
#23 Mistral Direct voxtral-small-latest
n=1 · last 6m ago
0 ms
#24 Mistral Direct codestral-2508
n=1 · last 6m ago
0 ms
#25 Mistral Direct mistral-small-latest
n=1 · last 6m ago
0 ms

Most stable

Standard deviation on successful prompts (last 12h, min 5 OK)
#1 Groq Direct openai/gpt-oss-120b
n=65 · avg 119.9 ms · last 2m ago
SD 20.3 ms
#2 ChatGPT Direct gpt-4.1-mini
n=65 · avg 308.9 ms · last 2m ago
SD 21.6 ms
#3 ChatGPT Direct gpt-4.1-2025-04-14
n=65 · avg 309.9 ms · last 2m ago
SD 23.3 ms
#4 ChatGPT Direct gpt-3.5-turbo-instruct-0914
n=97 · avg 347.7 ms · last 6m ago
SD 23.4 ms
#5 ChatGPT Direct gpt-4.1-nano
n=65 · avg 307.3 ms · last 2m ago
SD 25.4 ms
#6 ChatGPT Direct o3-mini
n=65 · avg 283.9 ms · last 2m ago
SD 27 ms
#7 ChatGPT Direct gpt-realtime-mini
n=97 · avg 340.4 ms · last 6m ago
SD 27.1 ms
#8 ChatGPT Direct gpt-4o
n=65 · avg 314.1 ms · last 2m ago
SD 27.6 ms
#9 ChatGPT Direct gpt-audio-mini
n=97 · avg 335.8 ms · last 6m ago
SD 28.4 ms
#10 ChatGPT Direct o3
n=65 · avg 331.7 ms · last 2m ago
SD 31.7 ms
#11 Mistral Direct pixtral-large-2411
n=65 · avg 268.1 ms · last 2m ago
SD 33.4 ms
#12 Groq Direct moonshotai/kimi-k2-instruct-0905
n=65 · avg 275.5 ms · last 2m ago
SD 35 ms
#13 ChatGPT Direct gpt-4o-2024-05-13
n=65 · avg 332.2 ms · last 2m ago
SD 36 ms
#14 ChatGPT Direct gpt-5-search-api
n=97 · avg 341.3 ms · last 6m ago
SD 37 ms
#15 Mistral Direct mistral-large-pixtral-2411
n=65 · avg 306.6 ms · last 2m ago
SD 37.7 ms
#16 ChatGPT Direct gpt-3.5-turbo-instruct
n=97 · avg 344.4 ms · last 6m ago
SD 38.2 ms
#17 Gemini Direct gemini-2.5-flash-preview-09-2025
n=5 · avg 484.2 ms · last 6h ago
SD 38.7 ms
#18 ChatGPT Direct gpt-4.1-nano-2025-04-14
n=65 · avg 316.1 ms · last 2m ago
SD 38.7 ms
#19 ChatGPT Direct gpt-audio-mini-2025-10-06
n=97 · avg 336.3 ms · last 6m ago
SD 39.1 ms
#20 ChatGPT Direct gpt-5-2025-08-07
n=97 · avg 336.6 ms · last 6m ago
SD 40.5 ms
#21 ChatGPT Direct o1
n=65 · avg 345.4 ms · last 2m ago
SD 42.3 ms
#22 Mistral Direct mistral-tiny-latest
n=65 · avg 279 ms · last 2m ago
SD 44.2 ms
#23 Gemini Direct gemini-robotics-er-1.5-preview
n=12 · avg 340.3 ms · last 54m ago
SD 44.2 ms
#24 ChatGPT Direct o3-mini-2025-01-31
n=65 · avg 293.6 ms · last 2m ago
SD 45.4 ms
#25 ChatGPT Direct gpt-audio
n=97 · avg 338.4 ms · last 6m ago
SD 45.6 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 115.7 ms · last 2m ago
100% OK
#2 Groq Direct meta-llama/llama-4-scout-17b-16e-instruct
125 ok / 125 · avg 126.4 ms · last 6m ago
100% OK
#3 Groq Direct openai/gpt-oss-20b
188 ok / 188 · avg 155.2 ms · last 2m ago
100% OK
#4 Groq Direct llama-3.1-8b-instant
125 ok / 125 · avg 191.6 ms · last 6m ago
100% OK
#5 Groq Direct qwen/qwen3-32b
125 ok / 125 · avg 200.2 ms · last 2m ago
100% OK
#6 Mistral Direct voxtral-mini-latest
125 ok / 125 · avg 201.2 ms · last 6m ago
100% OK
#7 Mistral Direct open-mistral-7b
125 ok / 125 · avg 212.3 ms · last 2m ago
100% OK
#8 Groq Direct openai/gpt-oss-safeguard-20b
125 ok / 125 · avg 219.1 ms · last 2m ago
100% OK
#9 Groq Direct groq/compound
125 ok / 125 · avg 226.8 ms · last 6m ago
100% OK
#10 Mistral Direct voxtral-small-2507
187 ok / 187 · avg 231.3 ms · last 6m ago
100% OK
#11 Mistral Direct voxtral-mini-2507
121 ok / 121 · avg 238.1 ms · last 6m ago
100% OK
#12 Mistral Direct voxtral-small-latest
187 ok / 187 · avg 252.6 ms · last 6m ago
100% OK
#13 Mistral Direct codestral-latest
125 ok / 125 · avg 253.6 ms · last 2m ago
100% OK
#14 Mistral Direct ministral-3b-2512
125 ok / 125 · avg 260.3 ms · last 2m ago
100% OK
#15 Groq Direct llama-3.3-70b-versatile
125 ok / 125 · avg 268.4 ms · last 2m ago
100% OK
#16 Groq Direct allam-2-7b
125 ok / 125 · avg 271.7 ms · last 2m ago
100% OK
#17 Mistral Direct ministral-8b-latest
125 ok / 125 · avg 274.1 ms · last 2m ago
100% OK
#18 Mistral Direct pixtral-12b-latest
125 ok / 125 · avg 275.9 ms · last 2m ago
100% OK
#19 Mistral Direct labs-mistral-small-creative
125 ok / 125 · avg 282.8 ms · last 6m ago
100% OK
#20 Mistral Direct ministral-8b-2512
121 ok / 121 · avg 289 ms · last 6m ago
100% OK
#21 Mistral Direct pixtral-large-2411
125 ok / 125 · avg 290.6 ms · last 2m ago
100% OK
#22 ChatGPT Direct gpt-4o-mini
125 ok / 125 · avg 298.6 ms · last 6m ago
100% OK
#23 ChatGPT Direct o3-mini-2025-01-31
125 ok / 125 · avg 298.7 ms · last 2m ago
100% OK
#24 Mistral Direct mistral-tiny-latest
125 ok / 125 · avg 300.1 ms · last 2m ago
100% OK
#25 ChatGPT Direct o3-mini
125 ok / 125 · avg 303.1 ms · last 2m ago
100% OK

Fastest today

Average latency since 00:00 UTC
#1 Groq Direct meta-llama/llama-4-scout-17b-16e-instruct
n=33 · last 6m ago
0 ms
#2 Groq Direct openai/gpt-oss-120b
n=33 · last 2m ago
0 ms
#3 Groq Direct openai/gpt-oss-20b
n=50 · last 2m ago
0 ms
#4 Groq Direct llama-3.1-8b-instant
n=33 · last 6m ago
0 ms
#5 Mistral Direct open-mistral-7b
n=33 · last 2m ago
0 ms
#6 Mistral Direct voxtral-mini-latest
n=33 · last 6m ago
0 ms
#7 Groq Direct openai/gpt-oss-safeguard-20b
n=33 · last 2m ago
0 ms
#8 Mistral Direct voxtral-small-latest
n=49 · last 6m ago
0 ms
#9 Groq Direct groq/compound
n=33 · last 6m ago
0 ms
#10 Mistral Direct voxtral-small-2507
n=49 · last 6m ago
0 ms
#11 Mistral Direct codestral-latest
n=33 · last 2m ago
0 ms
#12 Mistral Direct ministral-3b-2512
n=33 · last 2m ago
0 ms
#13 Mistral Direct pixtral-12b-latest
n=33 · last 2m ago
0 ms
#14 Groq Direct qwen/qwen3-32b
n=33 · last 2m ago
0 ms
#15 Mistral Direct ministral-14b-2512
n=33 · last 2m ago
0 ms
#16 Mistral Direct voxtral-mini-2507
n=33 · last 6m ago
0 ms
#17 Mistral Direct pixtral-12b-2409
n=25 · last 6m ago
0 ms
#18 Mistral Direct mistral-medium-latest
n=33 · last 6m ago
0 ms
#19 Mistral Direct ministral-8b-2512
n=33 · last 6m ago
0 ms
#20 Mistral Direct pixtral-large-2411
n=33 · last 2m ago
0 ms
#21 Mistral Direct mistral-tiny-latest
n=33 · last 2m ago
0 ms
#22 Mistral Direct mistral-small-2506
n=33 · last 2m ago
0 ms
#23 Mistral Direct codestral-2411-rc5
n=33 · last 6m ago
0 ms
#24 Groq Direct moonshotai/kimi-k2-instruct-0905
n=33 · last 2m ago
0 ms
#25 Mistral Direct ministral-8b-latest
n=33 · last 2m ago
0 ms

Fastest yesterday

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

Fastest 24h avg

Average latency over last 24h (rolling)
#1 Groq Direct openai/gpt-oss-120b
n=125 · last 2m ago
0 ms
#2 Groq Direct meta-llama/llama-4-scout-17b-16e-instruct
n=125 · last 6m ago
0 ms
#3 Groq Direct openai/gpt-oss-20b
n=188 · last 2m ago
0 ms
#4 Groq Direct llama-3.1-8b-instant
n=125 · last 6m ago
0 ms
#5 Groq Direct qwen/qwen3-32b
n=125 · last 2m ago
0 ms
#6 Mistral Direct voxtral-mini-latest
n=125 · last 6m ago
0 ms
#7 Mistral Direct open-mistral-7b
n=125 · last 2m ago
0 ms
#8 Groq Direct openai/gpt-oss-safeguard-20b
n=125 · last 2m ago
0 ms
#9 Groq Direct groq/compound
n=125 · last 6m ago
0 ms
#10 Mistral Direct voxtral-small-2507
n=187 · last 6m ago
0 ms
#11 Mistral Direct voxtral-mini-2507
n=121 · last 6m ago
0 ms
#12 Mistral Direct voxtral-small-latest
n=187 · last 6m ago
0 ms
#13 Mistral Direct codestral-latest
n=125 · last 2m ago
0 ms
#14 Mistral Direct ministral-3b-2512
n=125 · last 2m ago
0 ms
#15 Groq Direct llama-3.3-70b-versatile
n=125 · last 2m ago
0 ms
#16 Groq Direct allam-2-7b
n=125 · last 2m ago
0 ms
#17 Mistral Direct pixtral-12b
n=93 · last 6m ago
0 ms
#18 Mistral Direct ministral-8b-latest
n=125 · last 2m ago
0 ms
#19 Mistral Direct pixtral-12b-latest
n=125 · last 2m ago
0 ms
#20 Mistral Direct labs-mistral-small-creative
n=125 · last 6m ago
0 ms
#21 Mistral Direct ministral-8b-2512
n=121 · last 6m ago
0 ms
#22 Mistral Direct pixtral-large-2411
n=125 · last 2m ago
0 ms
#23 ChatGPT Direct gpt-4o-mini
n=125 · last 6m ago
0 ms
#24 ChatGPT Direct o3-mini-2025-01-31
n=125 · last 2m ago
0 ms
#25 Mistral Direct mistral-tiny-latest
n=125 · last 2m ago
0 ms

Fastest 7d avg

Average latency over last 7 days (rolling)
#1 Groq Direct openai/gpt-oss-120b
n=845 · last 2m ago
0 ms
#2 Groq Direct meta-llama/llama-4-scout-17b-16e-instruct
n=844 · last 6m ago
0 ms
#3 Groq Direct openai/gpt-oss-20b
n=1268 · last 2m ago
0 ms
#4 Groq Direct llama-3.1-8b-instant
n=845 · last 6m ago
0 ms
#5 Groq Direct openai/gpt-oss-safeguard-20b
n=845 · last 2m ago
0 ms
#6 Groq Direct qwen/qwen3-32b
n=844 · last 2m ago
0 ms
#7 Mistral Direct voxtral-small-latest
n=1267 · last 6m ago
0 ms
#8 Mistral Direct voxtral-small-2507
n=1267 · last 6m ago
0 ms
#9 Mistral Direct voxtral-mini-latest
n=845 · last 6m ago
0 ms
#10 Groq Direct llama-3.3-70b-versatile
n=845 · last 2m ago
0 ms
#11 Mistral Direct open-mistral-7b
n=845 · last 2m ago
0 ms
#12 Groq Direct allam-2-7b
n=845 · last 2m ago
0 ms
#13 Groq Direct groq/compound
n=845 · last 6m ago
0 ms
#14 Mistral Direct pixtral-12b-latest
n=845 · last 2m ago
0 ms
#15 Mistral Direct ministral-8b-latest
n=845 · last 2m ago
0 ms
#16 Mistral Direct pixtral-12b
n=631 · last 6m ago
0 ms
#17 Mistral Direct voxtral-mini-2507
n=807 · last 6m ago
0 ms
#18 ChatGPT Direct gpt-4o-mini
n=845 · last 6m ago
0 ms
#19 ChatGPT Direct o3-mini-2025-01-31
n=845 · last 2m ago
0 ms
#20 Mistral Direct mistral-tiny-2312
n=845 · last 6m ago
0 ms
#21 Mistral Direct ministral-3b-2512
n=845 · last 2m ago
0 ms
#22 Mistral Direct ministral-3b-latest
n=634 · last 6m ago
0 ms
#23 ChatGPT Direct o3-mini
n=845 · last 2m ago
0 ms
#24 ChatGPT Direct o4-mini
n=845 · last 2m ago
0 ms
#25 Mistral Direct ministral-8b-2512
n=808 · last 6m ago
0 ms