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 | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Healthy | 100%◆ (best) | 99.89% | 99.89% | 99.65% | 1.37s | 2.95s | 78 tps | 1.0M | $0.440 / $1.32 | |
Cloudflarecloudflare | Healthy | 100%◆ (best) | 99.97% | 99.95% | 99.69% | 1.37s | 13.1s | 54 tps | 1.0M | $0.440 / $1.32 |
| Healthy | 100%◆ (best) | 99.99% | 99.98% | 96.43% | 2.04s | 5.92s | 68 tps | 1.0M | $0.286 / $0.858 | |
| Degraded | 100%◆ (best) | 93.20% | 95.72% | 98.07% | 1.55s | 40.1s | 21 tps | 1.0M | $0.142 / $0.400 | |
| Healthy | 100%◆ (best) | 99.82% | 99.96% | 99.54% | 2.44s | 11.3s | 67 tps | 1.0M | $0.352 / $1.06 | |
| Healthy | 100%◆ (best) | 100% | 99.99%◆ (best) | 99.99% | 1.33s | 7.75s | 50 tps | 1.0M | $0.409 / $1.23 | |
| Healthy | 100%◆ (best) | 99.64% | 98.77% | 98.77% | 996ms | 10.4s | 35 tps | 1.0M | $0.020 / $1.66 | |
Rekareka | Healthy | 100%◆ (best) | 99.87% | 99.71% | 99.73% | 734ms | 14.5s | 75 tps | 262K | $0.021 / $0.528 |
| Healthy | 100%◆ (best) | 99.46% | 99.52% | 98.72% | 1.73s | 8.55s | 54 tps | 1.0M | $0.220 / $0.660 | |
Waferwafer/fast | Healthy | 100%◆ (best) | 99.96% | 99.99% | 99.46% | 539ms | 1.60s◆ (best) | 80 tps | 1.0M | $0.200 / $0.840 |
| Healthy | 99.99% | 99.99% | 99.98% | 99.91% | 505ms | 7.91s | 84 tps | 262K | $0.130 / $0.280 | |
| Healthy | 99.99% | 99.93% | 99.22% | 99.47% | 865ms | 5.82s | 108 tps◆ (best) | 1.0M | $0.440 / $1.32 | |
| Healthy | 99.98% | 99.94% | 99.91% | 99.75% | 909ms | 9.84s | 26 tps | 1.0M | $0.060 / $0.180 | |
| Healthy | 99.93% | 99.92% | 99.93% | 98.97% | 687ms | 17.2s | 46 tps | 1.0M | $0.050 / $0.650 | |
DigitalOceandigitalocean | Healthy | 99.92% | 99.94% | 99.86% | 99.65% | 677ms | 11.8s | 44 tps | 1.0M | $0.119 / $0.238 |
| Healthy | 99.80% | 99.69% | 99.65% | 99.12% | 1.33s | 13.6s | 39 tps | 1.0M | $0.044 / $0.132 | |
| Healthy | 99.72% | 97.41% | 99.66% | 98.37% | 850ms | 9.60s | 93 tps | 1.0M | $0.130 / $0.260 | |
Togethertogether | Healthy | 99.66% | 99.69% | 99.70% | 99.51% | 944ms | 31.8s | 39 tps | 1.0M | $0.140 / $0.280 |
Coherecohere | Healthy | 99.41% | 99.67% | 99.69% | 99.63% | 471ms◆ (best) | 12.9s | 91 tps | 1.0M | $0.140 / $0.280 |
| Healthy | 99.37% | 99.90% | 99.30% | 99.31% | 939ms | 12.0s | 28 tps | 1.0M | $0.015 / $1.28 | |
Alibabaalibaba | Healthy | 99.26% | 99.05% | 99.14% | 99.64% | 1.41s | 6.71s | 83 tps | 1.0M | $0.176 / $0.528 |
Venicevenice | Healthy | 99.08% | 99.55% | 99.63% | 99.26% | 1.30s | 17.8s | 33 tps | 1.0M | $0.175 / $0.350 |
| Healthy | 98.92% | 96.69% | 97.63% | 96.49% | 3.38s | 19.3s | 25 tps | 1.0M | $0.019 / $0.420 | |
| Healthy | 98.71% | 99.58% | 99.53% | 99.63% | 705ms | 10.3s | 90 tps | 1.0M | $0.140 / $0.280 | |
| Healthy | 98.65% | 97.92% | 98.39% | 98.88% | 3.11s | 21.7s | 25 tps | 1.0M | $0.019 / $0.300 | |
| Healthy | 97.75% | 99.31% | 99.24% | 97.85% | 1.33s | 10.9s | 37 tps | 1.0M | $0.200 / $0.600 | |
| No data | — | — | — | — | — | — | — | 1.0M | $0.065 / $0.180 | |
| No data | — | — | — | — | — | — | — | 1.0M | $0.080 / $0.180 | |
| No data | — | — | — | — | — | — | — | 262K | $0.064 / $0.128 | |
DeepSeekdeepseek | No data | — | — | — | 99.99%◆ (best) | — | — | — | 1.0M | $0.440 / $1.32 |
Fireworksfireworks | No data | — | — | — | 88.20% | — | — | — | 1.0M | $0.220 / $0.660 |
| No data | — | — | — | 99.27% | — | — | — | 1.0M | $0.286 / $0.858 | |
| No data | — | — | — | — | — | — | — | 262K | $0.219 / $0.490 | |
Makoramakora | No data | — | — | 98.81% | 98.27% | — | — | — | 1.0M | $0.090 / $0.195 |
Morphmorph | No data | — | — | — | 97.50% | — | — | — | 1.0M | $0.142 / $0.400 |
| No data | — | — | 89.48% | 87.88% | — | — | — | 1.0M | $0.140 / $0.280 | |
| No data | — | — | 95.77% | 98.38% | — | — | — | 1.0M | $0.004 / $1.04◆ (best) | |
Phalaphala | No data | — | 99.86% | 99.93% | 98.49% | 2.19s | 11.2s | 41 tps | 1.0M | $0.308 / $0.924 |
| No data | — | — | — | 99.44% | — | — | — | 262K | $0.088 / $0.528 |
- AtlasCloud100%◆ (best)Healthy24h 99.89%
- 7d
- 99.89%
- 30d
- 99.65%
- p50
- 1.37s
- p99
- 2.95s
- Throughput
- 78 tps
- Context
- 1.0M
- $/Mtok
- $0.440 / $1.32
atlas-cloud/fp4fp4 - Cloudflare100%◆ (best)Healthy24h 99.97%
- 7d
- 99.95%
- 30d
- 99.69%
- p50
- 1.37s
- p99
- 13.1s
- Throughput
- 54 tps
- Context
- 1.0M
- $/Mtok
- $0.440 / $1.32
cloudflare - GMICloud100%◆ (best)Healthy24h 99.99%
- 7d
- 99.98%
- 30d
- 96.43%
- p50
- 2.04s
- p99
- 5.92s
- Throughput
- 68 tps
- Context
- 1.0M
- $/Mtok
- $0.286 / $0.858
gmicloud/fp8fp8 - Morph100%◆ (best)Degraded24h 93.20%
- 7d
- 95.72%
- 30d
- 98.07%
- p50
- 1.55s
- p99
- 40.1s
- Throughput
- 21 tps
- Context
- 1.0M
- $/Mtok
- $0.142 / $0.400
morph/bf16bf16 - NextBit100%◆ (best)Healthy24h 99.82%
- 7d
- 99.96%
- 30d
- 99.54%
- p50
- 2.44s
- p99
- 11.3s
- Throughput
- 67 tps
- Context
- 1.0M
- $/Mtok
- $0.352 / $1.06
nextbit/fp8fp8 - Novita100%◆ (best)Healthy24h 100%
- 7d
- 99.99%◆ (best)
- 30d
- 99.99%
- p50
- 1.33s
- p99
- 7.75s
- Throughput
- 50 tps
- Context
- 1.0M
- $/Mtok
- $0.409 / $1.23
novita/fp8fp8 - OpenInference100%◆ (best)Healthy24h 99.64%
- 7d
- 98.77%
- 30d
- 98.77%
- p50
- 996ms
- p99
- 10.4s
- Throughput
- 35 tps
- Context
- 1.0M
- $/Mtok
- $0.020 / $1.66
open-inference/fp4fp4 - Reka100%◆ (best)Healthy24h 99.87%
- 7d
- 99.71%
- 30d
- 99.73%
- p50
- 734ms
- p99
- 14.5s
- Throughput
- 75 tps
- Context
- 262K
- $/Mtok
- $0.021 / $0.528
reka - SiliconFlow100%◆ (best)Healthy24h 99.46%
- 7d
- 99.52%
- 30d
- 98.72%
- p50
- 1.73s
- p99
- 8.55s
- Throughput
- 54 tps
- Context
- 1.0M
- $/Mtok
- $0.220 / $0.660
siliconflow/fp8fp8 - Wafer100%◆ (best)Healthy24h 99.96%
- 7d
- 99.99%
- 30d
- 99.46%
- p50
- 539ms
- p99
- 1.60s◆ (best)
- Throughput
- 80 tps
- Context
- 1.0M
- $/Mtok
- $0.200 / $0.840
wafer/fast - CoreWeave99.99%Healthy24h 99.99%
- 7d
- 99.98%
- 30d
- 99.91%
- p50
- 505ms
- p99
- 7.91s
- Throughput
- 84 tps
- Context
- 262K
- $/Mtok
- $0.130 / $0.280
coreweave/fp8fp8 - Baidu99.99%Healthy24h 99.93%
- 7d
- 99.22%
- 30d
- 99.47%
- p50
- 865ms
- p99
- 5.82s
- Throughput
- 108 tps◆ (best)
- Context
- 1.0M
- $/Mtok
- $0.440 / $1.32
baidu/fp8fp8 - DeepInfra99.98%Healthy24h 99.94%
- 7d
- 99.91%
- 30d
- 99.75%
- p50
- 909ms
- p99
- 9.84s
- Throughput
- 26 tps
- Context
- 1.0M
- $/Mtok
- $0.060 / $0.180
deepinfra/fp8fp8 - Inceptron99.93%Healthy24h 99.92%
- 7d
- 99.93%
- 30d
- 98.97%
- p50
- 687ms
- p99
- 17.2s
- Throughput
- 46 tps
- Context
- 1.0M
- $/Mtok
- $0.050 / $0.650
inceptron/fp4fp4 - DigitalOcean99.92%Healthy24h 99.94%
- 7d
- 99.86%
- 30d
- 99.65%
- p50
- 677ms
- p99
- 11.8s
- Throughput
- 44 tps
- Context
- 1.0M
- $/Mtok
- $0.119 / $0.238
digitalocean - StreamLake99.80%Healthy24h 99.69%
- 7d
- 99.65%
- 30d
- 99.12%
- p50
- 1.33s
- p99
- 13.6s
- Throughput
- 39 tps
- Context
- 1.0M
- $/Mtok
- $0.044 / $0.132
streamlake/fp8fp8 - BaseTen99.72%Healthy24h 97.41%
- 7d
- 99.66%
- 30d
- 98.37%
- p50
- 850ms
- p99
- 9.60s
- Throughput
- 93 tps
- Context
- 1.0M
- $/Mtok
- $0.130 / $0.260
baseten/fp8fp8 - Together99.66%Healthy24h 99.69%
- 7d
- 99.70%
- 30d
- 99.51%
- p50
- 944ms
- p99
- 31.8s
- Throughput
- 39 tps
- Context
- 1.0M
- $/Mtok
- $0.140 / $0.280
together - Cohere99.41%Healthy24h 99.67%
- 7d
- 99.69%
- 30d
- 99.63%
- p50
- 471ms◆ (best)
- p99
- 12.9s
- Throughput
- 91 tps
- Context
- 1.0M
- $/Mtok
- $0.140 / $0.280
cohere - Relace99.37%Healthy24h 99.90%
- 7d
- 99.30%
- 30d
- 99.31%
- p50
- 939ms
- p99
- 12.0s
- Throughput
- 28 tps
- Context
- 1.0M
- $/Mtok
- $0.015 / $1.28
relace/fp4fp4 - Alibaba99.26%Healthy24h 99.05%
- 7d
- 99.14%
- 30d
- 99.64%
- p50
- 1.41s
- p99
- 6.71s
- Throughput
- 83 tps
- Context
- 1.0M
- $/Mtok
- $0.176 / $0.528
alibaba - Venice99.08%Healthy24h 99.55%
- 7d
- 99.63%
- 30d
- 99.26%
- p50
- 1.30s
- p99
- 17.8s
- Throughput
- 33 tps
- Context
- 1.0M
- $/Mtok
- $0.175 / $0.350
venice - Sail Research98.92%Healthy24h 96.69%
- 7d
- 97.63%
- 30d
- 96.49%
- p50
- 3.38s
- p99
- 19.3s
- Throughput
- 25 tps
- Context
- 1.0M
- $/Mtok
- $0.019 / $0.420
sail-research/usfp4 - Parasail98.71%Healthy24h 99.58%
- 7d
- 99.53%
- 30d
- 99.63%
- p50
- 705ms
- p99
- 10.3s
- Throughput
- 90 tps
- Context
- 1.0M
- $/Mtok
- $0.140 / $0.280
parasail/fp8fp8 - Sail Research98.65%Healthy24h 97.92%
- 7d
- 98.39%
- 30d
- 98.88%
- p50
- 3.11s
- p99
- 21.7s
- Throughput
- 25 tps
- Context
- 1.0M
- $/Mtok
- $0.019 / $0.300
sail-research/fp4fp4 - Mancer 297.75%Healthy24h 99.31%
- 7d
- 99.24%
- 30d
- 97.85%
- p50
- 1.33s
- p99
- 10.9s
- Throughput
- 37 tps
- Context
- 1.0M
- $/Mtok
- $0.200 / $0.600
mancer/fp8fp8 - No data24h —
- 7d
- —
- 30d
- —
- p50
- —
- p99
- —
- Throughput
- —
- Context
- 1.0M
- $/Mtok
- $0.065 / $0.180
akashml/fp8fp8 - No data24h —
- 7d
- —
- 30d
- —
- p50
- —
- p99
- —
- Throughput
- —
- Context
- 1.0M
- $/Mtok
- $0.080 / $0.180
ambient/fp4fp4 - No data24h —
- 7d
- —
- 30d
- —
- p50
- —
- p99
- —
- Throughput
- —
- Context
- 262K
- $/Mtok
- $0.064 / $0.128
decart/fp4fp4 - No data24h —
- 7d
- —
- 30d
- 99.99%◆ (best)
- p50
- —
- p99
- —
- Throughput
- —
- Context
- 1.0M
- $/Mtok
- $0.440 / $1.32
deepseek - No data24h —
- 7d
- —
- 30d
- 88.20%
- p50
- —
- p99
- —
- Throughput
- —
- Context
- 1.0M
- $/Mtok
- $0.220 / $0.660
fireworks - No data24h —
- 7d
- —
- 30d
- 99.27%
- p50
- —
- p99
- —
- Throughput
- —
- Context
- 1.0M
- $/Mtok
- $0.286 / $0.858
gmicloud/fp4fp4 - No data24h —
- 7d
- —
- 30d
- —
- p50
- —
- p99
- —
- Throughput
- —
- Context
- 262K
- $/Mtok
- $0.219 / $0.490
io-net/fp8fp8 - No data24h —
- 7d
- 98.81%
- 30d
- 98.27%
- p50
- —
- p99
- —
- Throughput
- —
- Context
- 1.0M
- $/Mtok
- $0.090 / $0.195
makora - No data24h —
- 7d
- —
- 30d
- 97.50%
- p50
- —
- p99
- —
- Throughput
- —
- Context
- 1.0M
- $/Mtok
- $0.142 / $0.400
morph - No data24h —
- 7d
- 89.48%
- 30d
- 87.88%
- p50
- —
- p99
- —
- Throughput
- —
- Context
- 1.0M
- $/Mtok
- $0.140 / $0.280
nebius/fp8fp8 - No data24h —
- 7d
- 95.77%
- 30d
- 98.38%
- p50
- —
- p99
- —
- Throughput
- —
- Context
- 1.0M
- $/Mtok
- $0.004 / $1.04◆ (best)
open-inference/fp8fp8 - No data24h 99.86%
- 7d
- 99.93%
- 30d
- 98.49%
- p50
- 2.19s
- p99
- 11.2s
- Throughput
- 41 tps
- Context
- 1.0M
- $/Mtok
- $0.308 / $0.924
phala - Reka—No data24h —
- 7d
- —
- 30d
- 99.44%
- p50
- —
- p99
- —
- Throughput
- —
- Context
- 262K
- $/Mtok
- $0.088 / $0.528
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.