DeepSeek V4 Pro 0423: providers compared

Every endpoint serving this model, side by side. ◆ marks the best value in each column — per model, never fleet-wide.

Current state

	State
AtlasCloudatlas-cloud/fp4fp4	Healthy	100%◆ (best)	98.91%	98.91%	98.66%	1.40s	46.1s	43 tps	1.0M	$1.68 / $3.38
Baidubaidu/fp8fp8	Healthy	100%◆ (best)	99.95%	99.18%	99.30%	1.04s	17.5s	61 tps	1.0M	$1.69 / $3.38
DeepInfradeepinfra/fp8fp8	Healthy	100%◆ (best)	99.76%	99.72%	99.41%	1.05s	6.53s	58 tps	1.0M	$1.30 / $2.60
GMICloudgmicloud/fp8fp8	Healthy	100%◆ (best)	95.79%	98.92%	98.80%	3.43s	37.0s	23 tps	1.0M	$0.957 / $1.91
Novitanovita/fp8fp8	Healthy	100%◆ (best)	99.93%	99.95%◆ (best)	99.91%◆ (best)	1.81s	23.5s	58 tps	1.0M	$1.60 / $3.20
SiliconFlowsiliconflow/fp8fp8	Healthy	100%◆ (best)	99.11%	99.48%	98.52%	1.40s	5.77s	39 tps	1.0M	$1.50 / $3.14
Venicevenice	Healthy	100%◆ (best)	96.98%	98.34%	96.14%	1.31s	4.84s◆ (best)	61 tps	1.0M	$1.65 / $3.30
Relacerelace/fp4fp4	Healthy	99.95%	99.90%	99.25%	99.28%	899ms	6.62s	84 tps◆ (best)	1.0M	$0.207 / $4.20◆ (best)
StreamLakestreamlake/fp8fp8	Healthy	99.52%	98.62%	99.12%	98.82%	2.17s	12.4s	36 tps	1.0M	$0.209 / $0.418
DigitalOceandigitalocean	Healthy	99.10%	99.57%	99.64%	99.25%	1.43s	38.4s	38 tps	1.0M	$1.04 / $2.09
Cloudflarecloudflare	Healthy	98.95%	98.17%	97.84%	95.60%	1.71s	12.1s	38 tps	1.0M	$1.15 / $2.55
Alibabaalibaba/fp8fp8	Healthy	98.67%	87.22%	96.23%	98.65%	1.79s	9.92s	50 tps	1.0M	$1.42 / $2.83
NextBitnextbit/fp8fp8	Healthy	98.20%	99.08%	98.46%	98.75%	4.23s	10.8s	44 tps	1.0M	$1.74 / $3.48
Parasailparasail/fp8fp8	Healthy	96.47%	98.08%	98.98%	99.38%	657ms◆ (best)	29.0s	54 tps	1.0M	$0.450 / $3.48
Azureazure/us	Healthy	95.35%	99.04%	99.10%	98.52%	1.57s	45.6s	55 tps	1.0M	$1.91 / $3.83
Rekareka	Degraded	94.33%	99.55%	95.68%	95.68%	1.32s	66.4s	28 tps	1.0M	$0.900 / $9.00
BaseTenbaseten/fp4fp4	No data	—	—	—	99.33%	—	—	—	1.0M	$1.74 / $3.48
CoreWeavecoreweave/fp8fp8	No data	—	—	—	—	—	—	—	1.0M	$1.15 / $2.55
Crusoecrusoe/fp8fp8	No data	—	—	—	—	—	—	—	1.0M	$1.74 / $3.48
DeepSeekdeepseek	No data	—	—	—	—	—	—	—	1.0M	$0.660 / $1.98
Fireworksfireworks	No data	—	—	—	0.00%	—	—	—	1.0M	$1.20 / $1.20
Ionstreamionstream/fp4fp4	No data	—	—	—	99.86%	—	—	—	1.0M	$1.13 / $2.26
Togethertogether	No data	—	—	—	—	—	—	—	512K	$1.74 / $3.48

AtlasCloud100%◆ (best)
Healthy24h 98.91%
7d
98.91%
30d
98.66%
p50
1.40s
p99
46.1s
Throughput
43 tps
Context
1.0M
$/Mtok
$1.68 / $3.38
atlas-cloud/fp4fp4
Baidu100%◆ (best)
Healthy24h 99.95%
7d
99.18%
30d
99.30%
p50
1.04s
p99
17.5s
Throughput
61 tps
Context
1.0M
$/Mtok
$1.69 / $3.38
baidu/fp8fp8
DeepInfra100%◆ (best)
Healthy24h 99.76%
7d
99.72%
30d
99.41%
p50
1.05s
p99
6.53s
Throughput
58 tps
Context
1.0M
$/Mtok
$1.30 / $2.60
deepinfra/fp8fp8
GMICloud100%◆ (best)
Healthy24h 95.79%
7d
98.92%
30d
98.80%
p50
3.43s
p99
37.0s
Throughput
23 tps
Context
1.0M
$/Mtok
$0.957 / $1.91
gmicloud/fp8fp8
Novita100%◆ (best)
Healthy24h 99.93%
7d
99.95%◆ (best)
30d
99.91%◆ (best)
p50
1.81s
p99
23.5s
Throughput
58 tps
Context
1.0M
$/Mtok
$1.60 / $3.20
novita/fp8fp8
SiliconFlow100%◆ (best)
Healthy24h 99.11%
7d
99.48%
30d
98.52%
p50
1.40s
p99
5.77s
Throughput
39 tps
Context
1.0M
$/Mtok
$1.50 / $3.14
siliconflow/fp8fp8
Venice100%◆ (best)
Healthy24h 96.98%
7d
98.34%
30d
96.14%
p50
1.31s
p99
4.84s◆ (best)
Throughput
61 tps
Context
1.0M
$/Mtok
$1.65 / $3.30
venice
Relace99.95%
Healthy24h 99.90%
7d
99.25%
30d
99.28%
p50
899ms
p99
6.62s
Throughput
84 tps◆ (best)
Context
1.0M
$/Mtok
$0.207 / $4.20◆ (best)
relace/fp4fp4
StreamLake99.52%
Healthy24h 98.62%
7d
99.12%
30d
98.82%
p50
2.17s
p99
12.4s
Throughput
36 tps
Context
1.0M
$/Mtok
$0.209 / $0.418
streamlake/fp8fp8
DigitalOcean99.10%
Healthy24h 99.57%
7d
99.64%
30d
99.25%
p50
1.43s
p99
38.4s
Throughput
38 tps
Context
1.0M
$/Mtok
$1.04 / $2.09
digitalocean
Cloudflare98.95%
Healthy24h 98.17%
7d
97.84%
30d
95.60%
p50
1.71s
p99
12.1s
Throughput
38 tps
Context
1.0M
$/Mtok
$1.15 / $2.55
cloudflare
Alibaba98.67%
Healthy24h 87.22%
7d
96.23%
30d
98.65%
p50
1.79s
p99
9.92s
Throughput
50 tps
Context
1.0M
$/Mtok
$1.42 / $2.83
alibaba/fp8fp8
NextBit98.20%
Healthy24h 99.08%
7d
98.46%
30d
98.75%
p50
4.23s
p99
10.8s
Throughput
44 tps
Context
1.0M
$/Mtok
$1.74 / $3.48
nextbit/fp8fp8
Parasail96.47%
Healthy24h 98.08%
7d
98.98%
30d
99.38%
p50
657ms◆ (best)
p99
29.0s
Throughput
54 tps
Context
1.0M
$/Mtok
$0.450 / $3.48
parasail/fp8fp8
Azure95.35%
Healthy24h 99.04%
7d
99.10%
30d
98.52%
p50
1.57s
p99
45.6s
Throughput
55 tps
Context
1.0M
$/Mtok
$1.91 / $3.83
azure/us
Reka94.33%
Degraded24h 99.55%
7d
95.68%
30d
95.68%
p50
1.32s
p99
66.4s
Throughput
28 tps
Context
1.0M
$/Mtok
$0.900 / $9.00
reka
BaseTen—
No data24h —
7d
—
30d
99.33%
p50
—
p99
—
Throughput
—
Context
1.0M
$/Mtok
$1.74 / $3.48
baseten/fp4fp4
CoreWeave—
No data24h —
7d
—
30d
—
p50
—
p99
—
Throughput
—
Context
1.0M
$/Mtok
$1.15 / $2.55
coreweave/fp8fp8
Crusoe—
No data24h —
7d
—
30d
—
p50
—
p99
—
Throughput
—
Context
1.0M
$/Mtok
$1.74 / $3.48
crusoe/fp8fp8
DeepSeek—
No data24h —
7d
—
30d
—
p50
—
p99
—
Throughput
—
Context
1.0M
$/Mtok
$0.660 / $1.98
deepseek
Fireworks—
No data24h —
7d
—
30d
0.00%
p50
—
p99
—
Throughput
—
Context
1.0M
$/Mtok
$1.20 / $1.20
fireworks
Ionstream—
No data24h —
7d
—
30d
99.86%
p50
—
p99
—
Throughput
—
Context
1.0M
$/Mtok
$1.13 / $2.26
ionstream/fp4fp4
Together—
No data24h —
7d
—
30d
—
p50
—
p99
—
Throughput
—
Context
512K
$/Mtok
$1.74 / $3.48
together

Measured 1m ago. Latency and throughput are OpenRouter's rolling 30-minute windows. ◆ marks the best value in each column among these endpoints.

Price vs latency

One dot per endpoint at the latest round · further left = faster, lower = cheaper · hover a dot for its tag

History

Availability

Axis starts at 90% so small differences stay visible; it expands to 0 when an endpoint falls below.

Time to first token

Logarithmic axis — the fleet spans two orders of magnitude. P50 is OpenRouter's rolling 30-minute window.

Throughput

Median tokens per second.