DeepSeek V4 Flash 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
Cloudflarecloudflare	Healthy	100%◆ (best)	100%	100%◆ (best)	100%◆ (best)	791ms	5.33s	66 tps	384K	$0.440 / $1.32
DeepSeekdeepseek	Healthy	99.99%	98.84%	85.42%	85.42%	766ms	6.46s	87 tps◆ (best)	1.0M	$0.220 / $0.660
Novitanovita/fp8fp8	Healthy	99.96%	99.73%	99.77%	99.77%	1.02s	6.64s	76 tps	1.0M	$0.140 / $0.280
Venicevenice	Healthy	99.95%	99.87%	99.52%	99.52%	1.63s	5.08s	31 tps	1.0M	$0.138 / $0.275
Alibabaalibaba/fp8fp8	Healthy	99.92%	99.74%	99.71%	99.71%	840ms	5.25s	57 tps	1.0M	$0.134 / $0.268
GMICloudgmicloud/fp8fp8	Healthy	99.92%	99.68%	99.39%	99.39%	2.43s	10.6s	46 tps	1.0M	$0.084 / $0.168
Baidubaidu/fp8fp8	Healthy	99.90%	98.59%	98.67%	98.67%	691ms	6.31s	82 tps	1.0M	$0.081 / $0.162
DeepInfradeepinfra/fp8fp8	Healthy	99.81%	99.66%	99.30%	99.30%	766ms	2.64s◆ (best)	28 tps	1.0M	$0.090 / $0.180
AtlasCloudatlas-cloud/fp4fp4	Healthy	99.75%	99.81%	99.89%	99.89%	1.05s	5.10s	48 tps	1.0M	$0.140 / $0.280
StreamLakestreamlake/fp8fp8	Healthy	99.53%	99.74%	99.23%	99.23%	3.51s	12.3s	34 tps	1.0M	$0.081 / $0.162
Parasailparasail/fp8fp8	Healthy	99.53%	99.55%	99.32%	99.32%	758ms	8.03s	52 tps	1.0M	$0.140 / $0.280
SiliconFlowsiliconflow/fp8fp8	Healthy	99.49%	99.22%	99.03%	99.03%	1.23s	11.9s	59 tps	1.0M	$0.130 / $0.280
Sail Researchsail-research/fp4fp4	Healthy	99.22%	99.70%	99.70%	99.70%	821ms	10.6s	19 tps	1.0M	$0.090 / $0.180
DigitalOceandigitalocean	Healthy	98.96%	99.31%	98.84%	98.84%	1.69s	26.7s	6.0 tps	1.0M	$0.068 / $0.168◆ (best)
CoreWeavecoreweave/fp8fp8	Healthy	98.89%	99.51%	99.57%	99.57%	531ms◆ (best)	12.3s	37 tps	1.0M	$0.140 / $0.280
Phalaphala	Healthy	97.08%	92.00%	95.37%	95.37%	4.44s	32.3s	8.0 tps	1.0M	$0.200 / $0.400
Mancer 2mancer/fp8fp8	Healthy	96.65%	98.60%	98.70%	98.70%	1.22s	10.3s	26 tps	1.0M	$0.140 / $0.450
Azureazure/us	Degraded	91.67%	89.10%	85.64%	85.64%	1.81s	21.1s	30 tps	1.0M	$0.210 / $0.560

Cloudflare100%◆ (best)
Healthy24h 100%
7d
100%◆ (best)
30d
100%◆ (best)
p50
791ms
p99
5.33s
Throughput
66 tps
Context
384K
$/Mtok
$0.440 / $1.32
cloudflare
DeepSeek99.99%
Healthy24h 98.84%
7d
85.42%
30d
85.42%
p50
766ms
p99
6.46s
Throughput
87 tps◆ (best)
Context
1.0M
$/Mtok
$0.220 / $0.660
deepseek
Novita99.96%
Healthy24h 99.73%
7d
99.77%
30d
99.77%
p50
1.02s
p99
6.64s
Throughput
76 tps
Context
1.0M
$/Mtok
$0.140 / $0.280
novita/fp8fp8
Venice99.95%
Healthy24h 99.87%
7d
99.52%
30d
99.52%
p50
1.63s
p99
5.08s
Throughput
31 tps
Context
1.0M
$/Mtok
$0.138 / $0.275
venice
Alibaba99.92%
Healthy24h 99.74%
7d
99.71%
30d
99.71%
p50
840ms
p99
5.25s
Throughput
57 tps
Context
1.0M
$/Mtok
$0.134 / $0.268
alibaba/fp8fp8
GMICloud99.92%
Healthy24h 99.68%
7d
99.39%
30d
99.39%
p50
2.43s
p99
10.6s
Throughput
46 tps
Context
1.0M
$/Mtok
$0.084 / $0.168
gmicloud/fp8fp8
Baidu99.90%
Healthy24h 98.59%
7d
98.67%
30d
98.67%
p50
691ms
p99
6.31s
Throughput
82 tps
Context
1.0M
$/Mtok
$0.081 / $0.162
baidu/fp8fp8
DeepInfra99.81%
Healthy24h 99.66%
7d
99.30%
30d
99.30%
p50
766ms
p99
2.64s◆ (best)
Throughput
28 tps
Context
1.0M
$/Mtok
$0.090 / $0.180
deepinfra/fp8fp8
AtlasCloud99.75%
Healthy24h 99.81%
7d
99.89%
30d
99.89%
p50
1.05s
p99
5.10s
Throughput
48 tps
Context
1.0M
$/Mtok
$0.140 / $0.280
atlas-cloud/fp4fp4
StreamLake99.53%
Healthy24h 99.74%
7d
99.23%
30d
99.23%
p50
3.51s
p99
12.3s
Throughput
34 tps
Context
1.0M
$/Mtok
$0.081 / $0.162
streamlake/fp8fp8
Parasail99.53%
Healthy24h 99.55%
7d
99.32%
30d
99.32%
p50
758ms
p99
8.03s
Throughput
52 tps
Context
1.0M
$/Mtok
$0.140 / $0.280
parasail/fp8fp8
SiliconFlow99.49%
Healthy24h 99.22%
7d
99.03%
30d
99.03%
p50
1.23s
p99
11.9s
Throughput
59 tps
Context
1.0M
$/Mtok
$0.130 / $0.280
siliconflow/fp8fp8
Sail Research99.22%
Healthy24h 99.70%
7d
99.70%
30d
99.70%
p50
821ms
p99
10.6s
Throughput
19 tps
Context
1.0M
$/Mtok
$0.090 / $0.180
sail-research/fp4fp4
DigitalOcean98.96%
Healthy24h 99.31%
7d
98.84%
30d
98.84%
p50
1.69s
p99
26.7s
Throughput
6.0 tps
Context
1.0M
$/Mtok
$0.068 / $0.168◆ (best)
digitalocean
CoreWeave98.89%
Healthy24h 99.51%
7d
99.57%
30d
99.57%
p50
531ms◆ (best)
p99
12.3s
Throughput
37 tps
Context
1.0M
$/Mtok
$0.140 / $0.280
coreweave/fp8fp8
Phala97.08%
Healthy24h 92.00%
7d
95.37%
30d
95.37%
p50
4.44s
p99
32.3s
Throughput
8.0 tps
Context
1.0M
$/Mtok
$0.200 / $0.400
phala
Mancer 296.65%
Healthy24h 98.60%
7d
98.70%
30d
98.70%
p50
1.22s
p99
10.3s
Throughput
26 tps
Context
1.0M
$/Mtok
$0.140 / $0.450
mancer/fp8fp8
Azure91.67%
Degraded24h 89.10%
7d
85.64%
30d
85.64%
p50
1.81s
p99
21.1s
Throughput
30 tps
Context
1.0M
$/Mtok
$0.210 / $0.560
azure/us

Measured 2m 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.