of DeepSeek V4.1 Flash 1017's tool calls fail on GMICloud (fp8).
Not all models are served equally by all providers. On a typical model, the worst provider breaks tool calls 19× as often as the best. Find the best one for your agents.
| # | Provider | Broken tool calls | Tool calls a day | $ in / out per M | Tokens/s | Uptime |
|---|---|---|---|---|---|---|
| 1 | Sail Researchfp4# | 0.03% | 445k | $0.10 / $0.15 | 64 | 100.0% |
| 2 | Prime Intellect# | 0.04% | 311k | $0.30 / $1.20 | 207 | 100.0% |
| 3 | Ionstream# | 0.04% | 537k | $0.17 / $0.49 | 155 | 99.7% |
| 4 | Relace# | 0.10% | 2.8M | $0.07 / $0.50 | 78 | 100.0% |
| 5 | Morphfp8# | 0.11% | 2.1M | $0.04 / $0.38 | 101 | 99.8% |
| 6 | Wafermxfp4# | 0.20% | 2.4M | $0.05 / $0.50 | 214 | 100.0% |
| 7 | DeepInfrafp8/flex# | 0.27% | 317k | $0.08 / $0.24 | 50 | 84.4% |
| 8 | Fireworks Spotspot# | 0.28% | 1.7M | $0.21 / $0.84 | 127 | 100.0% |
| 9 | Open Inferencefp4# | 0.32% | 986k | $0.04 / $1.14 | 63 | 99.6% |
| 10 | Particle AI# | 0.34% | 3.4k | $0.25 / $1.00 | 189 | 100.0% |
| 11 | inference.netfp8# | 0.36% | 5.8M | $0.08 / $0.55 | 115 | 100.0% |
| 12 | Reka AI# | 0.46% | 125k | $0.06 / $0.60 | 93 | 97.3% |
| 13 | DigitalOcean# | 0.47% | 1.7M | $0.18 / $0.72 | 190 | 100.0% |
| 14 | DeepInfrafp8# | 0.49% | 2.0M | $0.10 / $0.29 | 55 | 99.7% |
| 15 | Parasailfp8# | 0.50% | 261k | $0.30 / $1.20 | 142 | 100.0% |
| 16 | Fireworks# | 0.51% | 156k | $0.30 / $1.20 | 114 | 98.7% |
| 17 | Cloudflare# | 0.57% | 537k | $0.10 / $0.60 | 94 | 99.9% |
| 18 | Alibaba Cloud Int.# | 0.57% | 90k | $0.17 / $0.66 | 105 | 99.4% |
| 19 | Modal# | 0.67% | 364k | $0.25 / $1.00 | 139 | 99.8% |
| 20 | DeepInfrafp8/priority# | 0.71% | 961k | $0.15 / $0.44 | 65 | 98.7% |
| 21 | Cohere# | 0.79% | 15k | $0.20 / $0.66 | 201 | 100.0% |
| 22 | Makorafp8# | 0.97% | 202k | $0.15 / $1.20 | 152 | 99.8% |
| 23 | StreamLakefp8# | 1.45% | 26k | $0.15 / $0.60 | 89 | 100.0% |
| 24 | Nebius Token Factoryfp8# | 1.46% | 107k | $0.30 / $1.20 | 142 | 99.4% |
| 25 | Crusoefp8# | 1.46% | 313k | $0.29 / $1.20 | 74 | 100.0% |
| 26 | Decartfp4# | 1.47% | 314k | $0.12 / $0.49 | 96 | 99.1% |
| 27 | SiliconFlowfp8# | 1.62% | 286k | $0.30 / $1.20 | 168 | 99.6% |
| 28 | Baidu Qianfanfp8# | 1.85% | 15k | $0.15 / $0.60 | 102 | 99.7% |
| 29 | Phala# | 1.92% | 64k | $0.20 / $1.20 | 108 | 99.7% |
| 30 | DeepSeek# | 2.01% | 11.4M | $0.15 / $0.60 | 77 | 100.0% |
| 31 | Baseten# | 2.57% | 713k | $0.30 / $1.20 | 193 | 100.0% |
| 32 | Together# | 3.44% | 5.8M | $0.30 / $1.20 | 250 | 100.0% |
| 33 | NovitaAIfp8# | 3.50% | 131k | $0.20 / $0.78 | 111 | 99.9% |
| 34 | AtlasCloudfp8# | 3.67% | 231k | $0.20 / $0.78 | 109 | 99.6% |
| 35 | GMICloudfp8# | 6.88% | 60k | $0.18 / $0.72 | 74 | 100.0% |
{
"provider": {
"order": [
"sail-research/fp4",
"primeintellect",
"ionstream"
],
"ignore": [
"together",
"novita/fp8",
"atlas-cloud/fp8",
"gmicloud/fp8"
]
}
}Point your agent at llms.txt
And which provider to use.
Releasing a model? Test it before launch.
of DeepSeek V4.1 Flash 1017's tool calls fail on GMICloud (fp8).
as often on GMICloud (fp8) as on Sail Research (fp4), its best provider.
broken tool calls a day across its 32 providers.