DeepSeek V4 Flash 0731

deepseek/deepseek-v4-flash-0731InputOutput

Compare its 34 providers Incident RSSCompare with DeepSeek V4 Flash 0423, DeepSeek V4 Flash Vision Exp, DeepSeek V4 Pro 0423

CompareDeepSeek V4 Flash 0731

	State
Alibabaalibaba	Healthy	100%	99.99%	99.91%	99.77%	1.59s	17.5s	118 tps	1.0M	$0.352 / $1.06
BaseTenbaseten/fp8fp8	Healthy	100%	96.72%	95.40%	95.96%	951ms	10.00s	36 tps	1.0M	$0.130 / $0.260
Cloudflarecloudflare	Healthy	100%	99.97%	99.36%	99.04%	928ms	17.8s	91 tps	1.3M	$0.440 / $1.32
DeepSeekdeepseek	Healthy	100%	99.97%	99.64%	95.75%	946ms	3.84s	80 tps	1.0M	$0.440 / $1.32
DigitalOceandigitalocean	Healthy	100%	99.54%	97.22%	96.88%	575ms	3.38s	35 tps	1.0M	$0.140 / $0.280
Fireworksfireworks	Healthy	100%	99.50%	98.57%	98.29%	715ms	8.78s	49 tps	1.0M	$0.220 / $0.660
Mancer 2mancer/fp8fp8	Healthy	100%	97.87%	97.18%	96.75%	967ms	15.8s	23 tps	1.0M	$0.160 / $0.450
StreamLakestreamlake/fp8fp8	Healthy	100%	99.87%	99.34%	98.84%	1.18s	8.13s	55 tps	1.0M	$0.220 / $0.660
Novitanovita/fp8fp8	Healthy	99.98%	99.90%	99.87%	99.74%	1.58s	14.6s	75 tps	1.0M	$0.440 / $1.32
Rekareka/fp4fp4	Healthy	99.98%	96.67%	99.17%	99.14%	615ms	7.00s	179 tps	262K	$0.220 / $0.660
CoreWeavecoreweave/fp8fp8	Healthy	99.97%	99.97%	99.89%	99.87%	625ms	6.39s	120 tps	262K	$0.130 / $0.280
OpenInferenceopen-inference/fp4fp4	Healthy	99.96%	99.99%	98.88%	97.92%	684ms	4.40s	8.0 tps	1.0M	$0.030 / $0.100
Relacerelace/fp4fp4	Healthy	99.95%	99.84%	99.26%	99.35%	1.02s	11.3s	67 tps	1.0M	$0.070 / $0.140
Parasailparasail/fp8fp8	Healthy	99.92%	97.66%	98.52%	98.44%	638ms	11.9s	51 tps	1.0M	$0.140 / $0.280
Waferwafer/fast	Healthy	99.84%	97.39%	98.44%	98.48%	1.12s	7.40s	168 tps	1.0M	$0.280 / $0.560
Togethertogether	Healthy	99.73%	99.70%	98.26%	98.01%	901ms	16.5s	66 tps	1.0M	$0.140 / $0.280
AtlasCloudatlas-cloud/fp4fp4	Healthy	99.64%	98.96%	99.09%	99.19%	1.67s	9.14s	71 tps	1.0M	$0.440 / $1.32
SiliconFlowsiliconflow/fp8fp8	Healthy	99.63%	99.55%	99.53%	99.34%	1.88s	54.5s	62 tps	1.0M	$0.220 / $0.660
AkashMLakashml/fp8fp8	Healthy	99.51%	99.78%	99.41%	99.06%	914ms	12.6s	39 tps	1.0M	$0.140 / $0.280
Ambientambient/fp4fp4	Healthy	99.21%	99.00%	92.33%	93.52%	810ms	15.9s	51 tps	1.0M	$0.080 / $0.180
DeepInfradeepinfra/fp8fp8	Healthy	99.12%	99.02%	99.25%	99.08%	661ms	18.0s	46 tps	1.0M	$0.080 / $0.180
Inceptroninceptron/fp4fp4	Healthy	98.87%	99.68%	99.34%	99.29%	697ms	10.4s	59 tps	1.0M	$0.130 / $0.280
Morphmorph/bf16bf16	Healthy	98.78%	97.75%	90.82%	92.68%	1.07s	10.5s	30 tps	1.0M	$0.099 / $0.278
Phalaphala	Healthy	98.29%	96.62%	96.34%	96.69%	827ms	15.0s	42 tps	1.0M	$0.220 / $0.660
Baidubaidu/fp8fp8	Healthy	97.82%	99.91%	99.08%	99.16%	881ms	21.6s	105 tps	1.0M	$0.140 / $0.280
Venicevenice	Healthy	97.26%	97.84%	97.51%	97.49%	989ms	13.4s	51 tps	1.0M	$0.175 / $0.350
Makoramakora	Healthy	95.59%	95.32%	90.26%	90.26%	625ms	13.8s	83 tps	1.0M	$0.090 / $0.195
GMICloudgmicloud/fp8fp8	Degraded	94.60%	95.79%	98.67%	98.81%	2.48s	30.1s	47 tps	1.0M	$0.112 / $0.224
NextBitnextbit/fp8fp8	Degraded	94.29%	99.32%	99.32%	99.32%	3.01s	6.11s	37 tps	1.0M	$0.440 / $1.32
Decartdecart/fp4fp4	No data	—	—	90.76%	86.20%	—	—	—	262K	$0.064 / $0.128
GMICloudgmicloud/fp4fp4	No data	—	—	99.54%	99.54%	—	—	—	1.0M	$0.112 / $0.224
Io Netio-net/fp8fp8	No data	—	—	98.90%	98.56%	—	—	—	262K	$0.219 / $0.490
Nebiusnebius/fp8fp8	No data	—	—	74.19%	74.19%	—	—	—	1.0M	$0.140 / $0.280
Sail Researchsail-research/fp4fp4	No data	—	—	99.43%	99.12%	—	—	—	1.0M	$0.065 / $0.180

Alibaba100%
Healthy24h 99.99%
7d
99.91%
30d
99.77%
p50
1.59s
p99
17.5s
Throughput
118 tps
Context
1.0M
$/Mtok
$0.352 / $1.06
alibaba
BaseTen100%
Healthy24h 96.72%
7d
95.40%
30d
95.96%
p50
951ms
p99
10.00s
Throughput
36 tps
Context
1.0M
$/Mtok
$0.130 / $0.260
baseten/fp8fp8
Cloudflare100%
Healthy24h 99.97%
7d
99.36%
30d
99.04%
p50
928ms
p99
17.8s
Throughput
91 tps
Context
1.3M
$/Mtok
$0.440 / $1.32
cloudflare
DeepSeek100%
Healthy24h 99.97%
7d
99.64%
30d
95.75%
p50
946ms
p99
3.84s
Throughput
80 tps
Context
1.0M
$/Mtok
$0.440 / $1.32
deepseek
DigitalOcean100%
Healthy24h 99.54%
7d
97.22%
30d
96.88%
p50
575ms
p99
3.38s
Throughput
35 tps
Context
1.0M
$/Mtok
$0.140 / $0.280
digitalocean
Fireworks100%
Healthy24h 99.50%
7d
98.57%
30d
98.29%
p50
715ms
p99
8.78s
Throughput
49 tps
Context
1.0M
$/Mtok
$0.220 / $0.660
fireworks
Mancer 2100%
Healthy24h 97.87%
7d
97.18%
30d
96.75%
p50
967ms
p99
15.8s
Throughput
23 tps
Context
1.0M
$/Mtok
$0.160 / $0.450
mancer/fp8fp8
StreamLake100%
Healthy24h 99.87%
7d
99.34%
30d
98.84%
p50
1.18s
p99
8.13s
Throughput
55 tps
Context
1.0M
$/Mtok
$0.220 / $0.660
streamlake/fp8fp8
Novita99.98%
Healthy24h 99.90%
7d
99.87%
30d
99.74%
p50
1.58s
p99
14.6s
Throughput
75 tps
Context
1.0M
$/Mtok
$0.440 / $1.32
novita/fp8fp8
Reka99.98%
Healthy24h 96.67%
7d
99.17%
30d
99.14%
p50
615ms
p99
7.00s
Throughput
179 tps
Context
262K
$/Mtok
$0.220 / $0.660
reka/fp4fp4
CoreWeave99.97%
Healthy24h 99.97%
7d
99.89%
30d
99.87%
p50
625ms
p99
6.39s
Throughput
120 tps
Context
262K
$/Mtok
$0.130 / $0.280
coreweave/fp8fp8
OpenInference99.96%
Healthy24h 99.99%
7d
98.88%
30d
97.92%
p50
684ms
p99
4.40s
Throughput
8.0 tps
Context
1.0M
$/Mtok
$0.030 / $0.100
open-inference/fp4fp4
Relace99.95%
Healthy24h 99.84%
7d
99.26%
30d
99.35%
p50
1.02s
p99
11.3s
Throughput
67 tps
Context
1.0M
$/Mtok
$0.070 / $0.140
relace/fp4fp4
Parasail99.92%
Healthy24h 97.66%
7d
98.52%
30d
98.44%
p50
638ms
p99
11.9s
Throughput
51 tps
Context
1.0M
$/Mtok
$0.140 / $0.280
parasail/fp8fp8
Wafer99.84%
Healthy24h 97.39%
7d
98.44%
30d
98.48%
p50
1.12s
p99
7.40s
Throughput
168 tps
Context
1.0M
$/Mtok
$0.280 / $0.560
wafer/fast
Together99.73%
Healthy24h 99.70%
7d
98.26%
30d
98.01%
p50
901ms
p99
16.5s
Throughput
66 tps
Context
1.0M
$/Mtok
$0.140 / $0.280
together
AtlasCloud99.64%
Healthy24h 98.96%
7d
99.09%
30d
99.19%
p50
1.67s
p99
9.14s
Throughput
71 tps
Context
1.0M
$/Mtok
$0.440 / $1.32
atlas-cloud/fp4fp4
SiliconFlow99.63%
Healthy24h 99.55%
7d
99.53%
30d
99.34%
p50
1.88s
p99
54.5s
Throughput
62 tps
Context
1.0M
$/Mtok
$0.220 / $0.660
siliconflow/fp8fp8
AkashML99.51%
Healthy24h 99.78%
7d
99.41%
30d
99.06%
p50
914ms
p99
12.6s
Throughput
39 tps
Context
1.0M
$/Mtok
$0.140 / $0.280
akashml/fp8fp8
Ambient99.21%
Healthy24h 99.00%
7d
92.33%
30d
93.52%
p50
810ms
p99
15.9s
Throughput
51 tps
Context
1.0M
$/Mtok
$0.080 / $0.180
ambient/fp4fp4
DeepInfra99.12%
Healthy24h 99.02%
7d
99.25%
30d
99.08%
p50
661ms
p99
18.0s
Throughput
46 tps
Context
1.0M
$/Mtok
$0.080 / $0.180
deepinfra/fp8fp8
Inceptron98.87%
Healthy24h 99.68%
7d
99.34%
30d
99.29%
p50
697ms
p99
10.4s
Throughput
59 tps
Context
1.0M
$/Mtok
$0.130 / $0.280
inceptron/fp4fp4
Morph98.78%
Healthy24h 97.75%
7d
90.82%
30d
92.68%
p50
1.07s
p99
10.5s
Throughput
30 tps
Context
1.0M
$/Mtok
$0.099 / $0.278
morph/bf16bf16
Phala98.29%
Healthy24h 96.62%
7d
96.34%
30d
96.69%
p50
827ms
p99
15.0s
Throughput
42 tps
Context
1.0M
$/Mtok
$0.220 / $0.660
phala
Baidu97.82%
Healthy24h 99.91%
7d
99.08%
30d
99.16%
p50
881ms
p99
21.6s
Throughput
105 tps
Context
1.0M
$/Mtok
$0.140 / $0.280
baidu/fp8fp8
Venice97.26%
Healthy24h 97.84%
7d
97.51%
30d
97.49%
p50
989ms
p99
13.4s
Throughput
51 tps
Context
1.0M
$/Mtok
$0.175 / $0.350
venice
Makora95.59%
Healthy24h 95.32%
7d
90.26%
30d
90.26%
p50
625ms
p99
13.8s
Throughput
83 tps
Context
1.0M
$/Mtok
$0.090 / $0.195
makora
GMICloud94.60%
Degraded24h 95.79%
7d
98.67%
30d
98.81%
p50
2.48s
p99
30.1s
Throughput
47 tps
Context
1.0M
$/Mtok
$0.112 / $0.224
gmicloud/fp8fp8
NextBit94.29%
Degraded24h 99.32%
7d
99.32%
30d
99.32%
p50
3.01s
p99
6.11s
Throughput
37 tps
Context
1.0M
$/Mtok
$0.440 / $1.32
nextbit/fp8fp8
Decart—
No data24h —
7d
90.76%
30d
86.20%
p50
—
p99
—
Throughput
—
Context
262K
$/Mtok
$0.064 / $0.128
decart/fp4fp4
GMICloud—
No data24h —
7d
99.54%
30d
99.54%
p50
—
p99
—
Throughput
—
Context
1.0M
$/Mtok
$0.112 / $0.224
gmicloud/fp4fp4
Io Net—
No data24h —
7d
98.90%
30d
98.56%
p50
—
p99
—
Throughput
—
Context
262K
$/Mtok
$0.219 / $0.490
io-net/fp8fp8
Nebius—
No data24h —
7d
74.19%
30d
74.19%
p50
—
p99
—
Throughput
—
Context
1.0M
$/Mtok
$0.140 / $0.280
nebius/fp8fp8
Sail Research—
No data24h —
7d
99.43%
30d
99.12%
p50
—
p99
—
Throughput
—
Context
1.0M
$/Mtok
$0.065 / $0.180
sail-research/fp4fp4

Measured 56s ago. Latency and throughput are OpenRouter's rolling 30-minute windows.

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.

Daily availability

One row per endpoint · one dot per day · last 90 days.

worst hour ≥ 95%90–95%< 90%no data

Colour by each endpoint's worst hour of each UTC day · 34 endpoints · 10 days with data, 68 endpoint-days below 90%.

Price changes

DeepSeek V4 Flash 0731 Mancer 2mancer/fp8$0.150 → $0.160 / $0.4502026-08-28 07:25 UTC
DeepSeek V4 Flash 0731 Relacerelace/fp4$0.060 → $0.070 / $0.120 → $0.140cache read $0.012 → $0.0142026-08-28 06:45 UTC
DeepSeek V4 Flash 0731 DeepSeekdeepseek$0.220 → $0.440 / $0.660 → $1.32cache read $0.007 → $0.0142026-08-28 06:10 UTC
DeepSeek V4 Flash 0731 DeepSeekdeepseek$0.440 → $0.220 / $1.32 → $0.660cache read $0.014 → $0.0072026-08-28 04:15 UTC
DeepSeek V4 Flash 0731 Relacerelace/fp4$0.050 → $0.060 / $0.100 → $0.120cache read $0.010 → $0.0122026-08-28 01:10 UTC
DeepSeek V4 Flash 0731 DeepSeekdeepseek$0.220 → $0.440 / $0.660 → $1.32cache read $0.007 → $0.0142026-08-28 01:10 UTC
DeepSeek V4 Flash 0731 Parasailparasail/fp8$0.140 / $0.280cache read $0.070 → $0.0502026-08-28 00:30 UTC
DeepSeek V4 Flash 0731 Alibabaalibaba$0.176 → $0.352 / $0.528 → $1.06cache read $0.018 → $0.0352026-08-28 00:10 UTC
DeepSeek V4 Flash 0731 Baidubaidu/fp8$0.060 → $0.140 / $0.120 → $0.280cache read $0.012 → $0.0282026-08-27 23:50 UTC
DeepSeek V4 Flash 0731 DigitalOceandigitalocean$0.080 → $0.140 / $0.252 → $0.280cache read $0.025 → $0.0282026-08-27 22:55 UTC
DeepSeek V4 Flash 0731 GMICloudgmicloud/fp8$0.140 → $0.112 / $0.280 → $0.224cache read $0.028 → $0.0222026-08-27 18:45 UTC
DeepSeek V4 Flash 0731 GMICloudgmicloud/fp8$0.112 → $0.140 / $0.224 → $0.280cache read $0.022 → $0.0282026-08-27 18:20 UTC
DeepSeek V4 Flash 0731 Relacerelace/fp4$0.060 → $0.050 / $0.120 → $0.100cache read $0.012 → $0.0102026-08-27 16:35 UTC
DeepSeek V4 Flash 0731 Baidubaidu/fp8$0.140 → $0.060 / $0.280 → $0.120cache read $0.028 → $0.0122026-08-27 15:50 UTC
DeepSeek V4 Flash 0731 Alibabaalibaba$0.352 → $0.176 / $1.06 → $0.528cache read $0.035 → $0.0182026-08-27 14:10 UTC
DeepSeek V4 Flash 0731 NextBitnextbit/fp8$0.440 / $1.32cache read $0.028 → $0.0162026-08-27 11:50 UTC
DeepSeek V4 Flash 0731 NextBitnextbit/fp8$0.450 → $0.440 / $1.33 → $1.322026-08-27 10:55 UTC
DeepSeek V4 Flash 0731 NextBitnextbit/fp8$0.500 → $0.450 / $1.40 → $1.33cache read $0.030 → $0.0282026-08-27 10:35 UTC
DeepSeek V4 Flash 0731 DeepSeekdeepseek$0.440 → $0.220 / $1.32 → $0.660cache read $0.014 → $0.0072026-08-27 10:10 UTC
DeepSeek V4 Flash 0731 StreamLakestreamlake/fp8$0.247 → $0.220 / $0.741 → $0.660cache read $0.008 → $0.0072026-08-27 07:40 UTC
DeepSeek V4 Flash 0731 DeepSeekdeepseek$0.220 → $0.440 / $0.660 → $1.32cache read $0.007 → $0.0142026-08-27 06:15 UTC
DeepSeek V4 Flash 0731 Mancer 2mancer/fp8$0.155 → $0.150 / $0.4502026-08-27 04:15 UTC
DeepSeek V4 Flash 0731 DeepSeekdeepseek$0.440 → $0.220 / $1.32 → $0.660cache read $0.014 → $0.0072026-08-27 04:15 UTC
DeepSeek V4 Flash 0731 Phalaphala$0.200 → $0.220 / $0.400 → $0.6602026-08-27 03:41 UTC
DeepSeek V4 Flash 0731 OpenInferenceopen-inference/fp4$0.030 / $0.075 → $0.1002026-08-27 02:15 UTC
DeepSeek V4 Flash 0731 Mancer 2mancer/fp8$0.160 → $0.155 / $0.4502026-08-27 01:45 UTC
DeepSeek V4 Flash 0731 DeepSeekdeepseek$0.220 → $0.440 / $0.660 → $1.32cache read $0.007 → $0.0142026-08-27 01:05 UTC
DeepSeek V4 Flash 0731 Mancer 2mancer/fp8$0.170 → $0.160 / $0.4502026-08-27 00:55 UTC
DeepSeek V4 Flash 0731 Mancer 2mancer/fp8$0.180 → $0.170 / $0.4502026-08-27 00:10 UTC
DeepSeek V4 Flash 0731 Alibabaalibaba$0.176 → $0.352 / $0.528 → $1.06cache read $0.018 → $0.0352026-08-27 00:10 UTC