DeepSeek V4 Flash 0731: 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
BaseTenbaseten/fp8fp8	Healthy	100%◆ (best)	96.87%	97.98%	97.98%	1.04s	14.9s	30 tps	1.0M	$0.130 / $0.260
DeepSeekdeepseek	Healthy	100%◆ (best)	98.56%	85.30%	85.30%	1.11s	9.06s	75 tps	1.0M	$0.220 / $0.660
Io Netio-net/fp8fp8	Degraded	100%◆ (best)	96.84%	97.66%	97.66%	1.57s	39.9s	38 tps	262K	$0.199 / $0.520
CoreWeavecoreweave/fp8fp8	Healthy	99.99%	99.58%	99.81%◆ (best)	99.81%◆ (best)	761ms	12.3s	55 tps	262K	$0.130 / $0.280
Novitanovita/fp8fp8	Healthy	99.97%	99.42%	99.42%	99.42%	1.65s	10.8s	77 tps	1.0M	$0.140 / $0.280
Cloudflarecloudflare	Healthy	99.97%	97.17%	98.23%	98.23%	864ms	9.52s	52 tps	1.3M	$0.440 / $1.32
Baidubaidu/fp8fp8	Healthy	99.96%	99.32%	99.49%	99.49%	900ms	8.21s	107 tps	1.0M	$0.140 / $0.280
Waferwafer/fast	Healthy	99.95%	98.44%	98.71%	98.71%	1.13s	7.98s	142 tps◆ (best)	1.0M	$0.280 / $0.560
Decartdecart/fp4fp4	Healthy	99.91%	88.17%	80.05%	80.05%	727ms◆ (best)	7.69s	53 tps	262K	$0.079 / $0.158
Relacerelace/fp4fp4	Healthy	99.89%	99.77%	99.66%	99.66%	897ms	6.74s◆ (best)	63 tps	1.0M	$0.070 / $0.140
SiliconFlowsiliconflow/fp8fp8	Healthy	99.83%	98.73%	98.82%	98.82%	1.49s	8.70s	46 tps	1.0M	$0.140 / $0.280
Phalaphala	Healthy	99.83%	99.25%	97.97%	97.97%	5.30s	20.0s	37 tps	1.0M	$0.200 / $0.400
Morphmorph/bf16bf16	Healthy	99.83%	99.32%	98.59%	98.59%	1.41s	38.0s	20 tps	1.0M	$0.120 / $0.278
Inceptroninceptron/fp4fp4	Healthy	99.63%	99.80%	99.23%	99.23%	855ms	10.9s	35 tps	1.0M	$0.130 / $0.280
Alibabaalibaba	Healthy	99.61%	99.28%	98.89%	98.89%	1.53s	13.4s	59 tps	1.0M	$0.201 / $0.603
AtlasCloudatlas-cloud/fp4fp4	Healthy	99.56%	99.59%	99.55%	99.55%	2.43s	13.0s	114 tps	1.0M	$0.440 / $1.32
AkashMLakashml/fp8fp8	Healthy	99.56%	98.52%	97.90%	97.90%	1.08s	16.2s	20 tps	131K	$0.140 / $0.280
DigitalOceandigitalocean	Healthy	99.28%	97.19%	96.06%	96.06%	937ms	7.62s	10 tps	1.0M	$0.080 / $0.252
Sail Researchsail-research/fp4fp4	Healthy	99.27%	98.01%	98.58%	98.58%	5.05s	63.0s	12 tps	1.0M	$0.065 / $0.180◆ (best)
StreamLakestreamlake/fp8fp8	Healthy	99.26%	99.14%	97.44%	97.44%	1.20s	31.4s	39 tps	1.0M	$0.084 / $0.168
GMICloudgmicloud/fp8fp8	Healthy	98.96%	98.79%	99.25%	99.25%	2.89s	14.4s	64 tps	1.0M	$0.084 / $0.168
Venicevenice	Healthy	98.80%	97.70%	97.55%	97.55%	1.14s	14.3s	28 tps	1.0M	$0.175 / $0.350
Fireworksfireworks	Healthy	98.71%	98.65%	97.44%	97.44%	815ms	11.8s	63 tps	1.0M	$0.140 / $0.280
Parasailparasail/fp8fp8	Healthy	98.57%	98.61%	98.26%	98.26%	808ms	15.4s	48 tps	1.0M	$0.140 / $0.280
Togethertogether	Degraded	98.50%	97.29%	97.28%	97.28%	1.12s	13.0s	33 tps	1.0M	$0.140 / $0.280
DeepInfradeepinfra/fp8fp8	Healthy	97.42%	98.97%	98.57%	98.57%	920ms	22.6s	29 tps	1.0M	$0.080 / $0.180
Ambientambient/fp4fp4	Healthy	97.11%	99.32%	97.52%	97.52%	1.06s	33.1s	19 tps	1.0M	$0.080 / $0.180
Mancer 2mancer/fp8fp8	Healthy	96.07%	96.47%	95.62%	95.62%	1.30s	13.8s	31 tps	1.0M	$0.145 / $0.450
OpenInferenceopen-inference/fp4fp4	Degraded	92.61%	93.25%	94.61%	94.61%	5.11s	30.4s	10 tps	262K	$0.065 / $0.180◆ (best)
Rekareka/fp4fp4	Degraded	90.27%	99.61%	99.15%	99.15%	2.33s	9.00s	46 tps	262K	$0.220 / $0.660

BaseTen100%◆ (best)
Healthy24h 96.87%
7d
97.98%
30d
97.98%
p50
1.04s
p99
14.9s
Throughput
30 tps
Context
1.0M
$/Mtok
$0.130 / $0.260
baseten/fp8fp8
DeepSeek100%◆ (best)
Healthy24h 98.56%
7d
85.30%
30d
85.30%
p50
1.11s
p99
9.06s
Throughput
75 tps
Context
1.0M
$/Mtok
$0.220 / $0.660
deepseek
Io Net100%◆ (best)
Degraded24h 96.84%
7d
97.66%
30d
97.66%
p50
1.57s
p99
39.9s
Throughput
38 tps
Context
262K
$/Mtok
$0.199 / $0.520
io-net/fp8fp8
CoreWeave99.99%
Healthy24h 99.58%
7d
99.81%◆ (best)
30d
99.81%◆ (best)
p50
761ms
p99
12.3s
Throughput
55 tps
Context
262K
$/Mtok
$0.130 / $0.280
coreweave/fp8fp8
Novita99.97%
Healthy24h 99.42%
7d
99.42%
30d
99.42%
p50
1.65s
p99
10.8s
Throughput
77 tps
Context
1.0M
$/Mtok
$0.140 / $0.280
novita/fp8fp8
Cloudflare99.97%
Healthy24h 97.17%
7d
98.23%
30d
98.23%
p50
864ms
p99
9.52s
Throughput
52 tps
Context
1.3M
$/Mtok
$0.440 / $1.32
cloudflare
Baidu99.96%
Healthy24h 99.32%
7d
99.49%
30d
99.49%
p50
900ms
p99
8.21s
Throughput
107 tps
Context
1.0M
$/Mtok
$0.140 / $0.280
baidu/fp8fp8
Wafer99.95%
Healthy24h 98.44%
7d
98.71%
30d
98.71%
p50
1.13s
p99
7.98s
Throughput
142 tps◆ (best)
Context
1.0M
$/Mtok
$0.280 / $0.560
wafer/fast
Decart99.91%
Healthy24h 88.17%
7d
80.05%
30d
80.05%
p50
727ms◆ (best)
p99
7.69s
Throughput
53 tps
Context
262K
$/Mtok
$0.079 / $0.158
decart/fp4fp4
Relace99.89%
Healthy24h 99.77%
7d
99.66%
30d
99.66%
p50
897ms
p99
6.74s◆ (best)
Throughput
63 tps
Context
1.0M
$/Mtok
$0.070 / $0.140
relace/fp4fp4
SiliconFlow99.83%
Healthy24h 98.73%
7d
98.82%
30d
98.82%
p50
1.49s
p99
8.70s
Throughput
46 tps
Context
1.0M
$/Mtok
$0.140 / $0.280
siliconflow/fp8fp8
Phala99.83%
Healthy24h 99.25%
7d
97.97%
30d
97.97%
p50
5.30s
p99
20.0s
Throughput
37 tps
Context
1.0M
$/Mtok
$0.200 / $0.400
phala
Morph99.83%
Healthy24h 99.32%
7d
98.59%
30d
98.59%
p50
1.41s
p99
38.0s
Throughput
20 tps
Context
1.0M
$/Mtok
$0.120 / $0.278
morph/bf16bf16
Inceptron99.63%
Healthy24h 99.80%
7d
99.23%
30d
99.23%
p50
855ms
p99
10.9s
Throughput
35 tps
Context
1.0M
$/Mtok
$0.130 / $0.280
inceptron/fp4fp4
Alibaba99.61%
Healthy24h 99.28%
7d
98.89%
30d
98.89%
p50
1.53s
p99
13.4s
Throughput
59 tps
Context
1.0M
$/Mtok
$0.201 / $0.603
alibaba
AtlasCloud99.56%
Healthy24h 99.59%
7d
99.55%
30d
99.55%
p50
2.43s
p99
13.0s
Throughput
114 tps
Context
1.0M
$/Mtok
$0.440 / $1.32
atlas-cloud/fp4fp4
AkashML99.56%
Healthy24h 98.52%
7d
97.90%
30d
97.90%
p50
1.08s
p99
16.2s
Throughput
20 tps
Context
131K
$/Mtok
$0.140 / $0.280
akashml/fp8fp8
DigitalOcean99.28%
Healthy24h 97.19%
7d
96.06%
30d
96.06%
p50
937ms
p99
7.62s
Throughput
10 tps
Context
1.0M
$/Mtok
$0.080 / $0.252
digitalocean
Sail Research99.27%
Healthy24h 98.01%
7d
98.58%
30d
98.58%
p50
5.05s
p99
63.0s
Throughput
12 tps
Context
1.0M
$/Mtok
$0.065 / $0.180◆ (best)
sail-research/fp4fp4
StreamLake99.26%
Healthy24h 99.14%
7d
97.44%
30d
97.44%
p50
1.20s
p99
31.4s
Throughput
39 tps
Context
1.0M
$/Mtok
$0.084 / $0.168
streamlake/fp8fp8
GMICloud98.96%
Healthy24h 98.79%
7d
99.25%
30d
99.25%
p50
2.89s
p99
14.4s
Throughput
64 tps
Context
1.0M
$/Mtok
$0.084 / $0.168
gmicloud/fp8fp8
Venice98.80%
Healthy24h 97.70%
7d
97.55%
30d
97.55%
p50
1.14s
p99
14.3s
Throughput
28 tps
Context
1.0M
$/Mtok
$0.175 / $0.350
venice
Fireworks98.71%
Healthy24h 98.65%
7d
97.44%
30d
97.44%
p50
815ms
p99
11.8s
Throughput
63 tps
Context
1.0M
$/Mtok
$0.140 / $0.280
fireworks
Parasail98.57%
Healthy24h 98.61%
7d
98.26%
30d
98.26%
p50
808ms
p99
15.4s
Throughput
48 tps
Context
1.0M
$/Mtok
$0.140 / $0.280
parasail/fp8fp8
Together98.50%
Degraded24h 97.29%
7d
97.28%
30d
97.28%
p50
1.12s
p99
13.0s
Throughput
33 tps
Context
1.0M
$/Mtok
$0.140 / $0.280
together
DeepInfra97.42%
Healthy24h 98.97%
7d
98.57%
30d
98.57%
p50
920ms
p99
22.6s
Throughput
29 tps
Context
1.0M
$/Mtok
$0.080 / $0.180
deepinfra/fp8fp8
Ambient97.11%
Healthy24h 99.32%
7d
97.52%
30d
97.52%
p50
1.06s
p99
33.1s
Throughput
19 tps
Context
1.0M
$/Mtok
$0.080 / $0.180
ambient/fp4fp4
Mancer 296.07%
Healthy24h 96.47%
7d
95.62%
30d
95.62%
p50
1.30s
p99
13.8s
Throughput
31 tps
Context
1.0M
$/Mtok
$0.145 / $0.450
mancer/fp8fp8
OpenInference92.61%
Degraded24h 93.25%
7d
94.61%
30d
94.61%
p50
5.11s
p99
30.4s
Throughput
10 tps
Context
262K
$/Mtok
$0.065 / $0.180◆ (best)
open-inference/fp4fp4
Reka90.27%
Degraded24h 99.61%
7d
99.15%
30d
99.15%
p50
2.33s
p99
9.00s
Throughput
46 tps
Context
262K
$/Mtok
$0.220 / $0.660
reka/fp4fp4

Measured 4m 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.