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
Baidubaidu/fp8fp8	Healthy	100%◆ (best)	99.95%	99.18%	99.30%	956ms	15.2s	59 tps	1.0M	$1.69 / $3.38
Cloudflarecloudflare	Healthy	100%◆ (best)	98.19%	97.84%	95.61%	1.62s	24.4s	36 tps	1.0M	$1.15 / $2.55
DeepInfradeepinfra/fp8fp8	Healthy	100%◆ (best)	99.76%	99.73%	99.41%	1.16s	8.80s	50 tps	1.0M	$1.30 / $2.60
DigitalOceandigitalocean	Healthy	100%◆ (best)	99.58%	99.63%	99.25%	1.67s	35.6s	32 tps	1.0M	$1.04 / $2.09
NextBitnextbit/fp8fp8	Healthy	100%◆ (best)	99.11%	98.49%	98.75%	4.23s	9.66s	46 tps	1.0M	$1.74 / $3.48
Novitanovita/fp8fp8	Healthy	100%◆ (best)	99.93%	99.95%◆ (best)	99.91%◆ (best)	2.01s	27.3s	62 tps	1.0M	$1.60 / $3.20
Rekareka	Healthy	100%◆ (best)	99.45%	95.68%	95.68%	1.13s	15.3s	29 tps	1.0M	$0.900 / $9.00
SiliconFlowsiliconflow/fp8fp8	Healthy	100%◆ (best)	99.11%	99.48%	98.52%	1.45s	6.93s	40 tps	1.0M	$1.50 / $3.14
Venicevenice	Healthy	100%◆ (best)	97.00%	98.46%	96.15%	1.38s	14.5s	65 tps	1.0M	$1.65 / $3.30
StreamLakestreamlake/fp8fp8	Healthy	99.94%	98.59%	99.13%	98.82%	2.90s	23.7s	33 tps	1.0M	$0.209 / $0.418
Relacerelace/fp4fp4	Healthy	99.94%	99.90%	99.25%	99.29%	983ms	7.31s	82 tps◆ (best)	1.0M	$0.207 / $4.20◆ (best)
Parasailparasail/fp8fp8	Healthy	98.98%	97.95%	98.97%	99.37%	667ms◆ (best)	23.5s	58 tps	1.0M	$0.450 / $3.48
Alibabaalibaba/fp8fp8	Healthy	98.85%	87.32%	96.23%	98.65%	1.80s	3.65s◆ (best)	51 tps	1.0M	$1.42 / $2.83
GMICloudgmicloud/fp8fp8	Healthy	98.51%	95.90%	98.92%	98.80%	3.66s	32.7s	25 tps	1.0M	$0.957 / $1.91
AtlasCloudatlas-cloud/fp4fp4	Healthy	97.37%	98.92%	98.92%	98.66%	1.43s	13.7s	38 tps	1.0M	$1.68 / $3.38
Azureazure/us	Healthy	96.15%	98.98%	99.09%	98.52%	1.76s	42.6s	55 tps	1.0M	$1.91 / $3.83
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	—	—	—	99.90%	—	—	—	1.0M	$1.13 / $2.26
Togethertogether	No data	—	—	—	—	—	—	—	512K	$1.74 / $3.48

Baidu100%◆ (best)
Healthy24h 99.95%
7d
99.18%
30d
99.30%
p50
956ms
p99
15.2s
Throughput
59 tps
Context
1.0M
$/Mtok
$1.69 / $3.38
baidu/fp8fp8
Cloudflare100%◆ (best)
Healthy24h 98.19%
7d
97.84%
30d
95.61%
p50
1.62s
p99
24.4s
Throughput
36 tps
Context
1.0M
$/Mtok
$1.15 / $2.55
cloudflare
DeepInfra100%◆ (best)
Healthy24h 99.76%
7d
99.73%
30d
99.41%
p50
1.16s
p99
8.80s
Throughput
50 tps
Context
1.0M
$/Mtok
$1.30 / $2.60
deepinfra/fp8fp8
DigitalOcean100%◆ (best)
Healthy24h 99.58%
7d
99.63%
30d
99.25%
p50
1.67s
p99
35.6s
Throughput
32 tps
Context
1.0M
$/Mtok
$1.04 / $2.09
digitalocean
NextBit100%◆ (best)
Healthy24h 99.11%
7d
98.49%
30d
98.75%
p50
4.23s
p99
9.66s
Throughput
46 tps
Context
1.0M
$/Mtok
$1.74 / $3.48
nextbit/fp8fp8
Novita100%◆ (best)
Healthy24h 99.93%
7d
99.95%◆ (best)
30d
99.91%◆ (best)
p50
2.01s
p99
27.3s
Throughput
62 tps
Context
1.0M
$/Mtok
$1.60 / $3.20
novita/fp8fp8
Reka100%◆ (best)
Healthy24h 99.45%
7d
95.68%
30d
95.68%
p50
1.13s
p99
15.3s
Throughput
29 tps
Context
1.0M
$/Mtok
$0.900 / $9.00
reka
SiliconFlow100%◆ (best)
Healthy24h 99.11%
7d
99.48%
30d
98.52%
p50
1.45s
p99
6.93s
Throughput
40 tps
Context
1.0M
$/Mtok
$1.50 / $3.14
siliconflow/fp8fp8
Venice100%◆ (best)
Healthy24h 97.00%
7d
98.46%
30d
96.15%
p50
1.38s
p99
14.5s
Throughput
65 tps
Context
1.0M
$/Mtok
$1.65 / $3.30
venice
StreamLake99.94%
Healthy24h 98.59%
7d
99.13%
30d
98.82%
p50
2.90s
p99
23.7s
Throughput
33 tps
Context
1.0M
$/Mtok
$0.209 / $0.418
streamlake/fp8fp8
Relace99.94%
Healthy24h 99.90%
7d
99.25%
30d
99.29%
p50
983ms
p99
7.31s
Throughput
82 tps◆ (best)
Context
1.0M
$/Mtok
$0.207 / $4.20◆ (best)
relace/fp4fp4
Parasail98.98%
Healthy24h 97.95%
7d
98.97%
30d
99.37%
p50
667ms◆ (best)
p99
23.5s
Throughput
58 tps
Context
1.0M
$/Mtok
$0.450 / $3.48
parasail/fp8fp8
Alibaba98.85%
Healthy24h 87.32%
7d
96.23%
30d
98.65%
p50
1.80s
p99
3.65s◆ (best)
Throughput
51 tps
Context
1.0M
$/Mtok
$1.42 / $2.83
alibaba/fp8fp8
GMICloud98.51%
Healthy24h 95.90%
7d
98.92%
30d
98.80%
p50
3.66s
p99
32.7s
Throughput
25 tps
Context
1.0M
$/Mtok
$0.957 / $1.91
gmicloud/fp8fp8
AtlasCloud97.37%
Healthy24h 98.92%
7d
98.92%
30d
98.66%
p50
1.43s
p99
13.7s
Throughput
38 tps
Context
1.0M
$/Mtok
$1.68 / $3.38
atlas-cloud/fp4fp4
Azure96.15%
Healthy24h 98.98%
7d
99.09%
30d
98.52%
p50
1.76s
p99
42.6s
Throughput
55 tps
Context
1.0M
$/Mtok
$1.91 / $3.83
azure/us
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
99.90%
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 5m 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, averaged over the hour.

Throughput

Median tokens per second.