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
Alibabaalibaba	Healthy	100%◆ (best)	99.26%	98.85%	98.85%	1.86s	13.0s	61 tps	1.0M	$0.201 / $0.603
Cloudflarecloudflare	Healthy	100%◆ (best)	97.12%	98.20%	98.20%	768ms	9.75s	59 tps	1.3M	$0.440 / $1.32
Phalaphala	Healthy	100%◆ (best)	99.02%	97.94%	97.94%	3.13s	19.2s	59 tps	1.0M	$0.200 / $0.400
Rekareka/fp4fp4	Healthy	100%◆ (best)	99.65%	99.12%	99.12%	2.24s	10.4s	57 tps	262K	$0.220 / $0.660
DeepSeekdeepseek	Healthy	99.99%	98.70%	85.05%	85.05%	752ms	4.91s◆ (best)	80 tps	1.0M	$0.220 / $0.660
Novitanovita/fp8fp8	Healthy	99.99%	99.43%	99.41%	99.41%	1.32s	9.65s	88 tps	1.0M	$0.140 / $0.280
Baidubaidu/fp8fp8	Healthy	99.97%	99.27%	99.48%	99.48%	850ms	5.03s	110 tps	1.0M	$0.140 / $0.280
Waferwafer/fast	Healthy	99.96%	98.44%	98.69%	98.69%	6.21s	30.4s	25 tps	1.0M	$0.280 / $0.560
GMICloudgmicloud/fp8fp8	Healthy	99.91%	98.82%	99.24%	99.24%	2.75s	20.1s	63 tps	1.0M	$0.084 / $0.168
AkashMLakashml/fp8fp8	Healthy	99.90%	98.45%	97.87%	97.87%	810ms	8.07s	29 tps	131K	$0.140 / $0.280
Relacerelace/fp4fp4	Healthy	99.90%	99.73%	99.66%	99.66%	958ms	7.14s	59 tps	1.0M	$0.070 / $0.140
Morphmorph/bf16bf16	Healthy	99.80%	99.31%	98.57%	98.57%	1.76s	33.4s	10 tps	1.0M	$0.120 / $0.278
Inceptroninceptron/fp4fp4	Healthy	99.78%	99.80%	99.22%	99.22%	918ms	12.7s	35 tps	1.0M	$0.130 / $0.280
AtlasCloudatlas-cloud/fp4fp4	Healthy	99.75%	99.67%	99.55%	99.55%	1.42s	9.50s	121 tps◆ (best)	1.0M	$0.440 / $1.32
SiliconFlowsiliconflow/fp8fp8	Healthy	99.72%	98.70%	98.80%	98.80%	1.70s	11.5s	46 tps	1.0M	$0.140 / $0.280
CoreWeavecoreweave/fp8fp8	Healthy	99.59%	99.60%	99.81%◆ (best)	99.81%◆ (best)	555ms◆ (best)	12.5s	107 tps	262K	$0.130 / $0.280
Togethertogether	Healthy	99.54%	97.37%	97.26%	97.26%	750ms	12.1s	41 tps	1.0M	$0.140 / $0.280
StreamLakestreamlake/fp8fp8	Healthy	99.26%	99.01%	97.42%	97.42%	1.62s	47.0s	35 tps	1.0M	$0.084 / $0.168
Parasailparasail/fp8fp8	Healthy	99.08%	98.56%	98.25%	98.25%	1.03s	17.3s	38 tps	1.0M	$0.140 / $0.280
Sail Researchsail-research/fp4fp4	Healthy	98.71%	97.96%	98.59%	98.59%	4.79s	60.6s	13 tps	1.0M	$0.065 / $0.180◆ (best)
BaseTenbaseten/fp8fp8	Healthy	98.65%	96.75%	97.95%	97.95%	824ms	11.1s	37 tps	1.0M	$0.130 / $0.260
Fireworksfireworks	Healthy	98.64%	98.65%	97.43%	97.43%	869ms	15.3s	67 tps	1.0M	$0.140 / $0.280
DeepInfradeepinfra/fp8fp8	Healthy	97.90%	99.01%	98.58%	98.58%	882ms	21.3s	29 tps	1.0M	$0.080 / $0.180
DigitalOceandigitalocean	Healthy	97.56%	97.16%	96.03%	96.03%	845ms	7.67s	10 tps	1.0M	$0.080 / $0.252
Venicevenice	Healthy	97.08%	97.63%	97.55%	97.55%	1.05s	14.4s	45 tps	1.0M	$0.175 / $0.350
Mancer 2mancer/fp8fp8	Degraded	96.02%	96.40%	95.62%	95.62%	1.36s	15.6s	30 tps	1.0M	$0.145 / $0.450
Ambientambient/fp4fp4	Healthy	95.98%	99.35%	97.55%	97.55%	725ms	20.6s	25 tps	1.0M	$0.080 / $0.180
Io Netio-net/fp8fp8	Degraded	94.67%	96.87%	97.73%	97.73%	1.14s	19.5s	70 tps	262K	$0.199 / $0.520
OpenInferenceopen-inference/fp4fp4	Degraded	93.96%	93.38%	94.63%	94.63%	4.28s	30.2s	9.0 tps	262K	$0.065 / $0.180◆ (best)
Decartdecart/fp4fp4	Down	49.26%	88.22%	79.99%	79.99%	908ms	26.4s	45 tps	262K	$0.077 / $0.155

Alibaba100%◆ (best)
Healthy24h 99.26%
7d
98.85%
30d
98.85%
p50
1.86s
p99
13.0s
Throughput
61 tps
Context
1.0M
$/Mtok
$0.201 / $0.603
alibaba
Cloudflare100%◆ (best)
Healthy24h 97.12%
7d
98.20%
30d
98.20%
p50
768ms
p99
9.75s
Throughput
59 tps
Context
1.3M
$/Mtok
$0.440 / $1.32
cloudflare
Phala100%◆ (best)
Healthy24h 99.02%
7d
97.94%
30d
97.94%
p50
3.13s
p99
19.2s
Throughput
59 tps
Context
1.0M
$/Mtok
$0.200 / $0.400
phala
Reka100%◆ (best)
Healthy24h 99.65%
7d
99.12%
30d
99.12%
p50
2.24s
p99
10.4s
Throughput
57 tps
Context
262K
$/Mtok
$0.220 / $0.660
reka/fp4fp4
DeepSeek99.99%
Healthy24h 98.70%
7d
85.05%
30d
85.05%
p50
752ms
p99
4.91s◆ (best)
Throughput
80 tps
Context
1.0M
$/Mtok
$0.220 / $0.660
deepseek
Novita99.99%
Healthy24h 99.43%
7d
99.41%
30d
99.41%
p50
1.32s
p99
9.65s
Throughput
88 tps
Context
1.0M
$/Mtok
$0.140 / $0.280
novita/fp8fp8
Baidu99.97%
Healthy24h 99.27%
7d
99.48%
30d
99.48%
p50
850ms
p99
5.03s
Throughput
110 tps
Context
1.0M
$/Mtok
$0.140 / $0.280
baidu/fp8fp8
Wafer99.96%
Healthy24h 98.44%
7d
98.69%
30d
98.69%
p50
6.21s
p99
30.4s
Throughput
25 tps
Context
1.0M
$/Mtok
$0.280 / $0.560
wafer/fast
GMICloud99.91%
Healthy24h 98.82%
7d
99.24%
30d
99.24%
p50
2.75s
p99
20.1s
Throughput
63 tps
Context
1.0M
$/Mtok
$0.084 / $0.168
gmicloud/fp8fp8
AkashML99.90%
Healthy24h 98.45%
7d
97.87%
30d
97.87%
p50
810ms
p99
8.07s
Throughput
29 tps
Context
131K
$/Mtok
$0.140 / $0.280
akashml/fp8fp8
Relace99.90%
Healthy24h 99.73%
7d
99.66%
30d
99.66%
p50
958ms
p99
7.14s
Throughput
59 tps
Context
1.0M
$/Mtok
$0.070 / $0.140
relace/fp4fp4
Morph99.80%
Healthy24h 99.31%
7d
98.57%
30d
98.57%
p50
1.76s
p99
33.4s
Throughput
10 tps
Context
1.0M
$/Mtok
$0.120 / $0.278
morph/bf16bf16
Inceptron99.78%
Healthy24h 99.80%
7d
99.22%
30d
99.22%
p50
918ms
p99
12.7s
Throughput
35 tps
Context
1.0M
$/Mtok
$0.130 / $0.280
inceptron/fp4fp4
AtlasCloud99.75%
Healthy24h 99.67%
7d
99.55%
30d
99.55%
p50
1.42s
p99
9.50s
Throughput
121 tps◆ (best)
Context
1.0M
$/Mtok
$0.440 / $1.32
atlas-cloud/fp4fp4
SiliconFlow99.72%
Healthy24h 98.70%
7d
98.80%
30d
98.80%
p50
1.70s
p99
11.5s
Throughput
46 tps
Context
1.0M
$/Mtok
$0.140 / $0.280
siliconflow/fp8fp8
CoreWeave99.59%
Healthy24h 99.60%
7d
99.81%◆ (best)
30d
99.81%◆ (best)
p50
555ms◆ (best)
p99
12.5s
Throughput
107 tps
Context
262K
$/Mtok
$0.130 / $0.280
coreweave/fp8fp8
Together99.54%
Healthy24h 97.37%
7d
97.26%
30d
97.26%
p50
750ms
p99
12.1s
Throughput
41 tps
Context
1.0M
$/Mtok
$0.140 / $0.280
together
StreamLake99.26%
Healthy24h 99.01%
7d
97.42%
30d
97.42%
p50
1.62s
p99
47.0s
Throughput
35 tps
Context
1.0M
$/Mtok
$0.084 / $0.168
streamlake/fp8fp8
Parasail99.08%
Healthy24h 98.56%
7d
98.25%
30d
98.25%
p50
1.03s
p99
17.3s
Throughput
38 tps
Context
1.0M
$/Mtok
$0.140 / $0.280
parasail/fp8fp8
Sail Research98.71%
Healthy24h 97.96%
7d
98.59%
30d
98.59%
p50
4.79s
p99
60.6s
Throughput
13 tps
Context
1.0M
$/Mtok
$0.065 / $0.180◆ (best)
sail-research/fp4fp4
BaseTen98.65%
Healthy24h 96.75%
7d
97.95%
30d
97.95%
p50
824ms
p99
11.1s
Throughput
37 tps
Context
1.0M
$/Mtok
$0.130 / $0.260
baseten/fp8fp8
Fireworks98.64%
Healthy24h 98.65%
7d
97.43%
30d
97.43%
p50
869ms
p99
15.3s
Throughput
67 tps
Context
1.0M
$/Mtok
$0.140 / $0.280
fireworks
DeepInfra97.90%
Healthy24h 99.01%
7d
98.58%
30d
98.58%
p50
882ms
p99
21.3s
Throughput
29 tps
Context
1.0M
$/Mtok
$0.080 / $0.180
deepinfra/fp8fp8
DigitalOcean97.56%
Healthy24h 97.16%
7d
96.03%
30d
96.03%
p50
845ms
p99
7.67s
Throughput
10 tps
Context
1.0M
$/Mtok
$0.080 / $0.252
digitalocean
Venice97.08%
Healthy24h 97.63%
7d
97.55%
30d
97.55%
p50
1.05s
p99
14.4s
Throughput
45 tps
Context
1.0M
$/Mtok
$0.175 / $0.350
venice
Mancer 296.02%
Degraded24h 96.40%
7d
95.62%
30d
95.62%
p50
1.36s
p99
15.6s
Throughput
30 tps
Context
1.0M
$/Mtok
$0.145 / $0.450
mancer/fp8fp8
Ambient95.98%
Healthy24h 99.35%
7d
97.55%
30d
97.55%
p50
725ms
p99
20.6s
Throughput
25 tps
Context
1.0M
$/Mtok
$0.080 / $0.180
ambient/fp4fp4
Io Net94.67%
Degraded24h 96.87%
7d
97.73%
30d
97.73%
p50
1.14s
p99
19.5s
Throughput
70 tps
Context
262K
$/Mtok
$0.199 / $0.520
io-net/fp8fp8
OpenInference93.96%
Degraded24h 93.38%
7d
94.63%
30d
94.63%
p50
4.28s
p99
30.2s
Throughput
9.0 tps
Context
262K
$/Mtok
$0.065 / $0.180◆ (best)
open-inference/fp4fp4
Decart49.26%
Down24h 88.22%
7d
79.99%
30d
79.99%
p50
908ms
p99
26.4s
Throughput
45 tps
Context
262K
$/Mtok
$0.077 / $0.155
decart/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.