GLM 5.3 Flash: 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
AtlasCloudatlas-cloud/fp8fp8	Healthy	100%◆ (best)	62.63%	87.93%	94.94%	3.28s	18.5s	50 tps	1.0M	$0.150 / $0.500
BaseTenbaseten/fp8fp8	Healthy	100%◆ (best)	100%	99.64%	99.47%	351ms	6.28s	129 tps	1.0M	$0.150 / $0.500
CoreWeavecoreweave/nvfp4nvfp4	Healthy	100%◆ (best)	100%	97.99%	98.53%	647ms	6.43s	262 tps◆ (best)	1.0M	$0.150 / $0.500
Crusoecrusoe/fp4fp4	Healthy	100%◆ (best)	100%	99.69%	96.80%	885ms	3.00s	159 tps	1.0M	$0.150 / $0.500
Decartdecart/fp4fp4	Healthy	100%◆ (best)	100%	99.81%	98.86%	664ms	5.54s	51 tps	1.0M	$0.093 / $0.310
DekaLLMdekallm	Healthy	100%◆ (best)	99.58%	98.37%	98.18%	792ms	3.93s	124 tps	1.0M	$0.100 / $1.00
DigitalOceandigitalocean	Healthy	100%◆ (best)	99.93%	99.21%	97.76%	702ms	11.3s	47 tps	1.0M	$0.150 / $0.500
Fireworksfireworks	Healthy	100%◆ (best)	100%	98.27%	98.98%	729ms	4.58s	117 tps	1.0M	$0.150 / $0.500
Fireworksfireworks/us	Healthy	100%◆ (best)	99.83%	99.40%	99.47%	586ms	2.22s	101 tps	1.0M	$0.225 / $0.750
Friendlifriendli	Healthy	100%◆ (best)	100%	98.14%	98.00%	698ms	10.0s	159 tps	1.0M	$0.150 / $0.500
GMICloudgmicloud/fp8fp8	Healthy	100%◆ (best)	99.79%	97.24%	98.60%	2.88s	13.2s	43 tps	1.0M	$0.090 / $0.300
Inceptroninceptron/fp8fp8	Healthy	100%◆ (best)	99.79%	95.06%	96.54%	412ms	6.08s	67 tps	1.0M	$0.120 / $0.550
InferenceNetinference-net/fp4fp4	Healthy	100%◆ (best)	100%	99.81%	98.57%	462ms	4.33s	85 tps	1.0M	$0.070 / $0.050
Modalmodal/nvfp4nvfp4	Healthy	100%◆ (best)	100%	99.82%	99.68%	257ms◆ (best)	1.51s◆ (best)	148 tps	1.0M	$0.150 / $0.500
Morphmorph/fp8fp8	Healthy	100%◆ (best)	85.54%	94.57%	90.67%	1.42s	20.8s	27 tps	1.0M	$0.060 / $0.750
Near AInear-ai/fp8fp8	Healthy	100%◆ (best)	100%	99.44%	98.41%	1.45s	14.9s	31 tps	1.0M	$0.105 / $0.350
Novitanovita/fp8fp8	Healthy	100%◆ (best)	99.86%	96.38%	98.04%	3.20s	27.9s	39 tps	1.0M	$0.084 / $0.280
OpenInferenceopen-inference/fp4fp4	Healthy	100%◆ (best)	100%	99.64%	96.18%	1.77s	13.6s	28 tps	1.0M	$0.044 / $0.450
Parasailparasail/fastfp4	Healthy	100%◆ (best)	99.86%	99.91%	99.91%◆ (best)	941ms	4.76s	181 tps	1.0M	$0.188 / $0.625
Parasailparasail/fp4fp4	Healthy	100%◆ (best)	100%	99.78%	99.69%	961ms	9.18s	87 tps	1.0M	$0.150 / $0.500
Phalaphala/nvfp4nvfp4	Healthy	100%◆ (best)	100%	99.74%	99.74%	4.17s	11.2s	26 tps	1.0M	$0.112 / $0.375
Rekareka	Healthy	100%◆ (best)	100%	99.14%	99.44%	1.16s	9.52s	177 tps	262K	$0.060 / $1.60
Relacerelace	Healthy	100%◆ (best)	100%	99.83%	99.51%	1.53s	15.5s	47 tps	1.0M	$0.040 / $0.500
Sail Researchsail-research/fp4fp4	Healthy	100%◆ (best)	99.30%	99.26%	99.26%	1.43s	17.5s	77 tps	1.0M	$0.045 / $0.600
Sail Researchsail-research/usfp4	Healthy	100%◆ (best)	99.44%	99.45%	99.52%	1.42s	24.5s	59 tps	1.0M	$0.045 / $0.600
SiliconFlowsiliconflow/fp8fp8	Healthy	100%◆ (best)	68.83%	94.61%	97.26%	2.43s	21.6s	41 tps	1.0M	$0.150 / $0.500
StreamLakestreamlake/fp8fp8	Healthy	100%◆ (best)	100%	99.07%	98.91%	1.13s	10.6s	42 tps	1.0M	$0.069 / $0.230
Togethertogether	Healthy	100%◆ (best)	99.93%	99.88%	99.08%	719ms	16.0s	131 tps	1.0M	$0.150 / $0.500
Venicevenice	Healthy	100%◆ (best)	100%	98.90%	97.79%	2.17s	9.10s	90 tps	1.0M	$0.150 / $0.500
Waferwafer	Healthy	100%◆ (best)	100%	99.93%	99.58%	644ms	8.01s	55 tps	1.0M	$0.090 / $0.500
Z.AIz-ai/fp8fp8	Healthy	100%◆ (best)	100%	99.53%	99.41%	3.17s	20.6s	43 tps	1.0M	$0.150 / $0.500
Cloudflarecloudflare	No data	—	—	99.19%	99.08%	—	—	—	1.0M	$0.300 / $1.00
CoreWeavecoreweave/fp8fp8	No data	—	—	—	98.99%	—	—	—	1.0M	$0.150 / $0.500
DeepInfradeepinfra/fp4fp4	No data	—	100%	98.74%	98.88%	1.85s	7.73s	14 tps	1.0M	$0.075 / $0.250
DeepInfradeepinfra/fp8fp8	No data	—	—	—	—	—	—	—	1.0M	$0.075 / $0.250
Io Netio-net/fp8fp8	No data	—	—	98.07%	97.04%	—	—	—	262K	$0.112 / $0.375
Makoramakora	No data	—	—	—	94.66%	—	—	—	1.0M	$0.140 / $0.470
Modalmodal/fp8fp8	No data	—	—	—	99.53%	—	—	—	1.0M	$0.450 / $1.50
Morphmorph	No data	—	—	—	95.71%	—	—	—	1.0M	$0.200 / $0.700
Near AInear-ai	No data	—	—	—	—	—	—	—	1.0M	$0.105 / $0.350
NextBitnextbit/fp8fp8	No data	—	—	99.94%◆ (best)	99.44%	—	—	—	1.0M	$0.165 / $0.550
Parasailparasail/fp8fp8	No data	—	—	—	98.84%	—	—	—	1.0M	$0.150 / $0.500
Phalaphala/fp8fp8	No data	—	—	98.42%	98.26%	—	—	—	1.0M	$0.112 / $0.375
PrimeIntellectprimeintellect	No data	—	—	98.79%	98.86%	—	—	—	1.0M	$0.150 / $0.500
Rekareka/fp8fp8	No data	—	—	—	98.89%	—	—	—	262K	$0.150 / $0.500
Relacerelace/fp4fp4	No data	—	—	—	99.71%	—	—	—	1.0M	$0.035 / $0.500◆ (best)
Relacerelace/fp8fp8	No data	—	—	—	—	—	—	—	1.0M	$0.075 / $0.250
Sail Researchsail-research/fp8fp8	No data	—	—	—	99.15%	—	—	—	1.0M	$0.045 / $0.600
StreamLakestreamlake	No data	—	—	—	—	—	—	—	1.0M	$0.150 / $0.500

AtlasCloud100%◆ (best)
Healthy24h 62.63%
7d
87.93%
30d
94.94%
p50
3.28s
p99
18.5s
Throughput
50 tps
Context
1.0M
$/Mtok
$0.150 / $0.500
atlas-cloud/fp8fp8
BaseTen100%◆ (best)
Healthy24h 100%
7d
99.64%
30d
99.47%
p50
351ms
p99
6.28s
Throughput
129 tps
Context
1.0M
$/Mtok
$0.150 / $0.500
baseten/fp8fp8
CoreWeave100%◆ (best)
Healthy24h 100%
7d
97.99%
30d
98.53%
p50
647ms
p99
6.43s
Throughput
262 tps◆ (best)
Context
1.0M
$/Mtok
$0.150 / $0.500
coreweave/nvfp4nvfp4
Crusoe100%◆ (best)
Healthy24h 100%
7d
99.69%
30d
96.80%
p50
885ms
p99
3.00s
Throughput
159 tps
Context
1.0M
$/Mtok
$0.150 / $0.500
crusoe/fp4fp4
Decart100%◆ (best)
Healthy24h 100%
7d
99.81%
30d
98.86%
p50
664ms
p99
5.54s
Throughput
51 tps
Context
1.0M
$/Mtok
$0.093 / $0.310
decart/fp4fp4
DekaLLM100%◆ (best)
Healthy24h 99.58%
7d
98.37%
30d
98.18%
p50
792ms
p99
3.93s
Throughput
124 tps
Context
1.0M
$/Mtok
$0.100 / $1.00
dekallm
DigitalOcean100%◆ (best)
Healthy24h 99.93%
7d
99.21%
30d
97.76%
p50
702ms
p99
11.3s
Throughput
47 tps
Context
1.0M
$/Mtok
$0.150 / $0.500
digitalocean
Fireworks100%◆ (best)
Healthy24h 100%
7d
98.27%
30d
98.98%
p50
729ms
p99
4.58s
Throughput
117 tps
Context
1.0M
$/Mtok
$0.150 / $0.500
fireworks
Fireworks100%◆ (best)
Healthy24h 99.83%
7d
99.40%
30d
99.47%
p50
586ms
p99
2.22s
Throughput
101 tps
Context
1.0M
$/Mtok
$0.225 / $0.750
fireworks/us
Friendli100%◆ (best)
Healthy24h 100%
7d
98.14%
30d
98.00%
p50
698ms
p99
10.0s
Throughput
159 tps
Context
1.0M
$/Mtok
$0.150 / $0.500
friendli
GMICloud100%◆ (best)
Healthy24h 99.79%
7d
97.24%
30d
98.60%
p50
2.88s
p99
13.2s
Throughput
43 tps
Context
1.0M
$/Mtok
$0.090 / $0.300
gmicloud/fp8fp8
Inceptron100%◆ (best)
Healthy24h 99.79%
7d
95.06%
30d
96.54%
p50
412ms
p99
6.08s
Throughput
67 tps
Context
1.0M
$/Mtok
$0.120 / $0.550
inceptron/fp8fp8
InferenceNet100%◆ (best)
Healthy24h 100%
7d
99.81%
30d
98.57%
p50
462ms
p99
4.33s
Throughput
85 tps
Context
1.0M
$/Mtok
$0.070 / $0.050
inference-net/fp4fp4
Modal100%◆ (best)
Healthy24h 100%
7d
99.82%
30d
99.68%
p50
257ms◆ (best)
p99
1.51s◆ (best)
Throughput
148 tps
Context
1.0M
$/Mtok
$0.150 / $0.500
modal/nvfp4nvfp4
Morph100%◆ (best)
Healthy24h 85.54%
7d
94.57%
30d
90.67%
p50
1.42s
p99
20.8s
Throughput
27 tps
Context
1.0M
$/Mtok
$0.060 / $0.750
morph/fp8fp8
Near AI100%◆ (best)
Healthy24h 100%
7d
99.44%
30d
98.41%
p50
1.45s
p99
14.9s
Throughput
31 tps
Context
1.0M
$/Mtok
$0.105 / $0.350
near-ai/fp8fp8
Novita100%◆ (best)
Healthy24h 99.86%
7d
96.38%
30d
98.04%
p50
3.20s
p99
27.9s
Throughput
39 tps
Context
1.0M
$/Mtok
$0.084 / $0.280
novita/fp8fp8
OpenInference100%◆ (best)
Healthy24h 100%
7d
99.64%
30d
96.18%
p50
1.77s
p99
13.6s
Throughput
28 tps
Context
1.0M
$/Mtok
$0.044 / $0.450
open-inference/fp4fp4
Parasail100%◆ (best)
Healthy24h 99.86%
7d
99.91%
30d
99.91%◆ (best)
p50
941ms
p99
4.76s
Throughput
181 tps
Context
1.0M
$/Mtok
$0.188 / $0.625
parasail/fastfp4
Parasail100%◆ (best)
Healthy24h 100%
7d
99.78%
30d
99.69%
p50
961ms
p99
9.18s
Throughput
87 tps
Context
1.0M
$/Mtok
$0.150 / $0.500
parasail/fp4fp4
Phala100%◆ (best)
Healthy24h 100%
7d
99.74%
30d
99.74%
p50
4.17s
p99
11.2s
Throughput
26 tps
Context
1.0M
$/Mtok
$0.112 / $0.375
phala/nvfp4nvfp4
Reka100%◆ (best)
Healthy24h 100%
7d
99.14%
30d
99.44%
p50
1.16s
p99
9.52s
Throughput
177 tps
Context
262K
$/Mtok
$0.060 / $1.60
reka
Relace100%◆ (best)
Healthy24h 100%
7d
99.83%
30d
99.51%
p50
1.53s
p99
15.5s
Throughput
47 tps
Context
1.0M
$/Mtok
$0.040 / $0.500
relace
Sail Research100%◆ (best)
Healthy24h 99.30%
7d
99.26%
30d
99.26%
p50
1.43s
p99
17.5s
Throughput
77 tps
Context
1.0M
$/Mtok
$0.045 / $0.600
sail-research/fp4fp4
Sail Research100%◆ (best)
Healthy24h 99.44%
7d
99.45%
30d
99.52%
p50
1.42s
p99
24.5s
Throughput
59 tps
Context
1.0M
$/Mtok
$0.045 / $0.600
sail-research/usfp4
SiliconFlow100%◆ (best)
Healthy24h 68.83%
7d
94.61%
30d
97.26%
p50
2.43s
p99
21.6s
Throughput
41 tps
Context
1.0M
$/Mtok
$0.150 / $0.500
siliconflow/fp8fp8
StreamLake100%◆ (best)
Healthy24h 100%
7d
99.07%
30d
98.91%
p50
1.13s
p99
10.6s
Throughput
42 tps
Context
1.0M
$/Mtok
$0.069 / $0.230
streamlake/fp8fp8
Together100%◆ (best)
Healthy24h 99.93%
7d
99.88%
30d
99.08%
p50
719ms
p99
16.0s
Throughput
131 tps
Context
1.0M
$/Mtok
$0.150 / $0.500
together
Venice100%◆ (best)
Healthy24h 100%
7d
98.90%
30d
97.79%
p50
2.17s
p99
9.10s
Throughput
90 tps
Context
1.0M
$/Mtok
$0.150 / $0.500
venice
Wafer100%◆ (best)
Healthy24h 100%
7d
99.93%
30d
99.58%
p50
644ms
p99
8.01s
Throughput
55 tps
Context
1.0M
$/Mtok
$0.090 / $0.500
wafer
Z.AI100%◆ (best)
Healthy24h 100%
7d
99.53%
30d
99.41%
p50
3.17s
p99
20.6s
Throughput
43 tps
Context
1.0M
$/Mtok
$0.150 / $0.500
z-ai/fp8fp8
Cloudflare—
No data24h —
7d
99.19%
30d
99.08%
p50
—
p99
—
Throughput
—
Context
1.0M
$/Mtok
$0.300 / $1.00
cloudflare
CoreWeave—
No data24h —
7d
—
30d
98.99%
p50
—
p99
—
Throughput
—
Context
1.0M
$/Mtok
$0.150 / $0.500
coreweave/fp8fp8
DeepInfra—
No data24h 100%
7d
98.74%
30d
98.88%
p50
1.85s
p99
7.73s
Throughput
14 tps
Context
1.0M
$/Mtok
$0.075 / $0.250
deepinfra/fp4fp4
DeepInfra—
No data24h —
7d
—
30d
—
p50
—
p99
—
Throughput
—
Context
1.0M
$/Mtok
$0.075 / $0.250
deepinfra/fp8fp8
Io Net—
No data24h —
7d
98.07%
30d
97.04%
p50
—
p99
—
Throughput
—
Context
262K
$/Mtok
$0.112 / $0.375
io-net/fp8fp8
Makora—
No data24h —
7d
—
30d
94.66%
p50
—
p99
—
Throughput
—
Context
1.0M
$/Mtok
$0.140 / $0.470
makora
Modal—
No data24h —
7d
—
30d
99.53%
p50
—
p99
—
Throughput
—
Context
1.0M
$/Mtok
$0.450 / $1.50
modal/fp8fp8
Morph—
No data24h —
7d
—
30d
95.71%
p50
—
p99
—
Throughput
—
Context
1.0M
$/Mtok
$0.200 / $0.700
morph
Near AI—
No data24h —
7d
—
30d
—
p50
—
p99
—
Throughput
—
Context
1.0M
$/Mtok
$0.105 / $0.350
near-ai
NextBit—
No data24h —
7d
99.94%◆ (best)
30d
99.44%
p50
—
p99
—
Throughput
—
Context
1.0M
$/Mtok
$0.165 / $0.550
nextbit/fp8fp8
Parasail—
No data24h —
7d
—
30d
98.84%
p50
—
p99
—
Throughput
—
Context
1.0M
$/Mtok
$0.150 / $0.500
parasail/fp8fp8
Phala—
No data24h —
7d
98.42%
30d
98.26%
p50
—
p99
—
Throughput
—
Context
1.0M
$/Mtok
$0.112 / $0.375
phala/fp8fp8
PrimeIntellect—
No data24h —
7d
98.79%
30d
98.86%
p50
—
p99
—
Throughput
—
Context
1.0M
$/Mtok
$0.150 / $0.500
primeintellect
Reka—
No data24h —
7d
—
30d
98.89%
p50
—
p99
—
Throughput
—
Context
262K
$/Mtok
$0.150 / $0.500
reka/fp8fp8
Relace—
No data24h —
7d
—
30d
99.71%
p50
—
p99
—
Throughput
—
Context
1.0M
$/Mtok
$0.035 / $0.500◆ (best)
relace/fp4fp4
Relace—
No data24h —
7d
—
30d
—
p50
—
p99
—
Throughput
—
Context
1.0M
$/Mtok
$0.075 / $0.250
relace/fp8fp8
Sail Research—
No data24h —
7d
—
30d
99.15%
p50
—
p99
—
Throughput
—
Context
1.0M
$/Mtok
$0.045 / $0.600
sail-research/fp8fp8
StreamLake—
No data24h —
7d
—
30d
—
p50
—
p99
—
Throughput
—
Context
1.0M
$/Mtok
$0.150 / $0.500
streamlake

Measured 1m 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.