MODEL PROOF

GLM 5.3

FRONTIER

Nothing is both better and cheaper under this workload.

$1.29 / 1M tokens Balanced · 3 tokens in per 1 out

Serving precision differs between offers.

Independent LMArena score
1,475.1 ± 6.4 · 10,960 votes
Context window
1.31M
Maximum output
131.07K
Input modalities
text
Output modalities
text
Published input price
$0.840 / 1M tokens
Published output price
$2.64 / 1M tokens
Pricing kind
fixed

Inspect complete billing conditions and endpoint terms below.

Every price dimension · USD per million tokens
Input$0.840/M
Output$2.64/M
Cached input$0.156/M
Cache writeUnknown/M
Cache write 1hUnknown/M
ReasoningUnknown/M

Who sells it

The same weights, different shops. Cheapest is not like-for-like when serving precision differs.

Headline cheapest is a lower precision. Like-for-like at the best declared precision is $0.561/M from Baidu.

35 provider offers · rates, limits and conditions

Rates are USD per million tokens. Endpoint terms can differ even when the quoted price and precision match. A listed parameter is a provider declaration, not a task-success test.

SellerInputOutputPrecisionUptime (1d)
Baidubaidu/fp8
Endpoint terms
Cached input /M
$0.104
Context limit
1,048,576 tokens
Output limit
131,072 tokens
Tools
Listed by endpoint
Reasoning
Listed by endpoint
Promotional discount
59.9% · already included in these rates
Uptime · last 30 minutes
99.93%
$0.561 $1.76 fp8 99.94%
DeepInfradeepinfra/fp4
Endpoint terms
Cached input /M
$0.125
Context limit
1,048,576 tokens
Output limit
131,072 tokens
Tools
Listed by endpoint
Reasoning
Listed by endpoint
Promotional discount
37.5% · already included in these rates
Uptime · last 30 minutes
99.18%
$0.563 $2.50 fp4 95.56%
Rekareka/fp8
Endpoint terms
Cached input /M
$0.152
Context limit
262,144 tokens
Output limit
235,929 tokens
Tools
Listed by endpoint
Reasoning
Listed by endpoint
Promotional discount
35% · already included in these rates
Uptime · last 30 minutes
99.78%
$0.760 $2.57 fp8 99.00%
Sail Researchsail-research/fp8
Endpoint terms
Cached input /M
$0.190
Context limit
1,048,576 tokens
Output limit
943,718 tokens
Tools
Listed by endpoint
Reasoning
Listed by endpoint
Promotional discount
None reported
Uptime · last 30 minutes
98.75%
$0.770 $4.00 fp8 99.32%
Novitanovita/fp8
Endpoint terms
Cached input /M
$0.145
Context limit
1,048,576 tokens
Output limit
131,072 tokens
Tools
Listed by endpoint
Reasoning
Listed by endpoint
Promotional discount
44.1% · already included in these rates
Uptime · last 30 minutes
99.63%
$0.783 $2.46 fp8 99.86%
Inceptroninceptron/fp4
Endpoint terms
Cached input /M
$0.203
Context limit
1,048,576 tokens
Output limit
943,718 tokens
Tools
Listed by endpoint
Reasoning
Listed by endpoint
Promotional discount
None reported
Uptime · last 30 minutes
99.35%
$0.786 $2.65 fp4 99.68%
Io Netio-net/fp8
Endpoint terms
Cached input /M
$0.159
Context limit
262,124 tokens
Output limit
131,072 tokens
Tools
Listed by endpoint
Reasoning
Listed by endpoint
Promotional discount
39% · already included in these rates
Uptime · last 30 minutes
99.93%
$0.793 $2.68 fp8 99.95%
Phalaphala
Endpoint terms
Cached input /M
$0.156
Context limit
1,048,576 tokens
Output limit
131,072 tokens
Tools
Listed by endpoint
Reasoning
Listed by endpoint
Promotional discount
40% · already included in these rates
Uptime · last 30 minutes
100.00%
$0.840 $2.64 undeclared 99.43%
Morphmorph
Endpoint terms
Cached input /M
$0.143
Context limit
1,048,576 tokens
Output limit
943,718 tokens
Tools
Listed by endpoint
Reasoning
Listed by endpoint
Promotional discount
27% · already included in these rates
Uptime · last 30 minutes
99.67%
$0.869 $2.73 undeclared 98.86%
InferenceNetinference-net/fp4
Endpoint terms
Cached input /M
$0.150
Context limit
1,048,576 tokens
Output limit
131,072 tokens
Tools
Listed by endpoint
Reasoning
Listed by endpoint
Promotional discount
None reported
Uptime · last 30 minutes
99.75%
$0.900 $3.00 fp4 98.52%
DigitalOceandigitalocean
Endpoint terms
Cached input /M
$0.169
Context limit
1,048,576 tokens
Output limit
128,000 tokens
Tools
Listed by endpoint
Reasoning
Listed by endpoint
Promotional discount
None reported
Uptime · last 30 minutes
99.79%
$0.910 $2.86 undeclared 99.57%
GMICloudgmicloud/fp8
Endpoint terms
Cached input /M
$0.182
Context limit
1,048,576 tokens
Output limit
943,718 tokens
Tools
Listed by endpoint
Reasoning
Listed by endpoint
Promotional discount
30% · already included in these rates
Uptime · last 30 minutes
Unknown
$0.980 $3.08 fp8 99.27%
Makoramakora/fp4
Endpoint terms
Cached input /M
$0.190
Context limit
980,000 tokens
Output limit
128,000 tokens
Tools
Listed by endpoint
Reasoning
Listed by endpoint
Promotional discount
None reported
Uptime · last 30 minutes
97.84%
$1.05 $4.20 fp4 97.65%
SiliconFlowsiliconflow/fp8
Endpoint terms
Cached input /M
$0.208
Context limit
1,048,576 tokens
Output limit
262,144 tokens
Tools
Listed by endpoint
Reasoning
Listed by endpoint
Promotional discount
20% · already included in these rates
Uptime · last 30 minutes
100.00%
$1.12 $3.52 fp8 99.98%
Decartdecart/fp4
Endpoint terms
Cached input /M
$0.196
Context limit
1,048,576 tokens
Output limit
943,718 tokens
Tools
Listed by endpoint
Reasoning
Listed by endpoint
Promotional discount
15% · already included in these rates
Uptime · last 30 minutes
98.76%
$1.19 $3.74 fp4 99.41%
Alibabaalibaba
Endpoint terms
Cached input /M
$0.238
Context limit
1,000,000 tokens
Output limit
131,072 tokens
Tools
Listed by endpoint
Reasoning
Listed by endpoint
Promotional discount
None reported
Uptime · last 30 minutes
100.00%
$1.19 $3.74 undeclared 97.74%
Waferwafer
Endpoint terms
Cached input /M
$0.360
Context limit
1,048,576 tokens
Output limit
943,718 tokens
Tools
Listed by endpoint
Reasoning
Listed by endpoint
Promotional discount
None reported
Uptime · last 30 minutes
99.88%
$1.19 $4.40 undeclared 99.88%
Sail Researchsail-research/us
Endpoint terms
Cached input /M
$0.225
Context limit
1,048,576 tokens
Output limit
943,718 tokens
Tools
Listed by endpoint
Reasoning
Listed by endpoint
Promotional discount
None reported
Uptime · last 30 minutes
Unknown
$1.21 $3.87 fp8 99.78%
Friendlifriendli
Endpoint terms
Cached input /M
$0.234
Context limit
1,048,576 tokens
Output limit
943,718 tokens
Tools
Listed by endpoint
Reasoning
Listed by endpoint
Promotional discount
10% · already included in these rates
Uptime · last 30 minutes
100.00%
$1.26 $3.96 undeclared 100.00%
AkashMLakashml/fp8
Endpoint terms
Cached input /M
$0.260
Context limit
1,048,576 tokens
Output limit
131,072 tokens
Tools
Listed by endpoint
Reasoning
Listed by endpoint
Promotional discount
None reported
Uptime · last 30 minutes
100.00%
$1.30 $4.40 fp8 99.95%
Parasailparasail/fp8
Endpoint terms
Cached input /M
$0.260
Context limit
1,048,576 tokens
Output limit
943,718 tokens
Tools
Listed by endpoint
Reasoning
Listed by endpoint
Promotional discount
None reported
Uptime · last 30 minutes
99.20%
$1.40 $4.40 fp8 99.34%
AtlasCloudatlas-cloud/fp8
Endpoint terms
Cached input /M
$0.260
Context limit
1,048,576 tokens
Output limit
131,072 tokens
Tools
Listed by endpoint
Reasoning
Listed by endpoint
Promotional discount
None reported
Uptime · last 30 minutes
Unknown
$1.40 $4.40 fp8 98.68%
Z.AIz-ai/fp8
Endpoint terms
Cached input /M
$0.260
Context limit
1,048,576 tokens
Output limit
131,072 tokens
Tools
Listed by endpoint
Reasoning
Listed by endpoint
Promotional discount
None reported
Uptime · last 30 minutes
99.95%
$1.40 $4.40 fp8 99.89%
BaseTenbaseten/fp4
Endpoint terms
Cached input /M
$0.140
Context limit
1,048,576 tokens
Output limit
262,144 tokens
Tools
Listed by endpoint
Reasoning
Listed by endpoint
Promotional discount
None reported
Uptime · last 30 minutes
99.85%
$1.40 $4.40 fp4 99.84%
Crusoecrusoe/fp4
Endpoint terms
Cached input /M
$0.260
Context limit
1,048,576 tokens
Output limit
943,718 tokens
Tools
Listed by endpoint
Reasoning
Listed by endpoint
Promotional discount
None reported
Uptime · last 30 minutes
100.00%
$1.40 $4.40 fp4 99.54%
BaseTenbaseten/fp4
Endpoint terms
Cached input /M
$0.140
Context limit
1,048,576 tokens
Output limit
262,144 tokens
Tools
Listed by endpoint
Reasoning
Listed by endpoint
Promotional discount
None reported
Uptime · last 30 minutes
Unknown
$1.40 $4.40 fp4 99.71%
Mistralmistral
Endpoint terms
Cached input /M
$0.140
Context limit
1,048,576 tokens
Output limit
131,072 tokens
Tools
Listed by endpoint
Reasoning
Listed by endpoint
Promotional discount
None reported
Uptime · last 30 minutes
100.00%
$1.40 $4.40 undeclared 99.96%
PrimeIntellectprimeintellect
Endpoint terms
Cached input /M
$0.260
Context limit
1,048,576 tokens
Output limit
131,072 tokens
Tools
Listed by endpoint
Reasoning
Listed by endpoint
Promotional discount
None reported
Uptime · last 30 minutes
100.00%
$1.40 $4.40 undeclared 100.00%
Venicevenice
Endpoint terms
Cached input /M
$0.260
Context limit
1,000,000 tokens
Output limit
131,072 tokens
Tools
Listed by endpoint
Reasoning
Listed by endpoint
Promotional discount
20% · already included in these rates
Uptime · last 30 minutes
98.71%
$1.40 $4.40 undeclared 98.06%
Togethertogether
Endpoint terms
Cached input /M
$0.260
Context limit
1,048,575 tokens
Output limit
943,717 tokens
Tools
Listed by endpoint
Reasoning
Listed by endpoint
Promotional discount
None reported
Uptime · last 30 minutes
99.55%
$1.40 $4.40 undeclared 98.97%
Modalmodal
Endpoint terms
Cached input /M
$0.260
Context limit
1,048,576 tokens
Output limit
943,718 tokens
Tools
Listed by endpoint
Reasoning
Listed by endpoint
Promotional discount
None reported
Uptime · last 30 minutes
99.81%
$1.40 $4.40 undeclared 99.55%
Fireworksfireworks
Endpoint terms
Cached input /M
$0.260
Context limit
1,048,576 tokens
Output limit
943,718 tokens
Tools
Listed by endpoint
Reasoning
Listed by endpoint
Promotional discount
None reported
Uptime · last 30 minutes
98.75%
$1.40 $4.40 undeclared 99.51%
Cloudflarecloudflare
Endpoint terms
Cached input /M
$0.260
Context limit
1,310,720 tokens
Output limit
1,179,648 tokens
Tools
Listed by endpoint
Reasoning
Listed by endpoint
Promotional discount
None reported
Uptime · last 30 minutes
Unknown
$1.40 $4.40 undeclared 93.74%
BaseTenbaseten/fp8
Endpoint terms
Cached input /M
$0.210
Context limit
1,048,576 tokens
Output limit
262,144 tokens
Tools
Listed by endpoint
Reasoning
Listed by endpoint
Promotional discount
None reported
Uptime · last 30 minutes
100.00%
$2.10 $6.60 fp8 67.68%
BaseTenbaseten/fp8
Endpoint terms
Cached input /M
$0.210
Context limit
1,048,576 tokens
Output limit
262,144 tokens
Tools
Listed by endpoint
Reasoning
Listed by endpoint
Promotional discount
None reported
Uptime · last 30 minutes
Unknown
$2.10 $6.60 fp8 82.87%

Independent scores

LMArena Elo1475.1max

LMArena Elo under CC BY 4.0. Absence of another board is not a score of zero.

Best rankings by task

  • gamedev #3of 107 1367
  • 3d #4of 100 1387
  • codecategories #6of 108 1322
  • svg #6of 76 1315
  • uicomponent #7of 104 1341
  • python-pptxslides #7of 26 1258
  • website #8of 114 1309
  • htmlslides #9of 23 1189

Capability

Context window1.3M
Max output131K
Input modestext
Tool useyes
Reasoningalways on
Open weightsno

Provenance

Price sourceopenrouter.ai
Fetched2026-09-23
Quality dataverified
Cross-checkedvendor page

Our take

editorial — not a measurement

GLM is a candidate for text-only workloads where selected-workload cost and task quality can be evaluated together. Use the current proof and benchmark evidence to judge measured price and capability. Do not infer downloadable weights or licence rights from the broader GLM family; verify the exact release and endpoint.

Strengths

  • Text input, tools and reasoning effort are listed
  • Cached-input pricing is recorded

Weaknesses

  • Family history does not establish this release’s weight or licence status
  • Text-only input is a migration constraint

Reach for it when

  • Text-only workload evaluations
  • Teams that compare cost per completed task

Avoid it if

  • You require multimodal input
  • Self-hosting is required but the exact weights and licence are not established

Sources: openrouter.ai

GLM-5.3 is a large-scale reasoning model from Z.ai, built for complex software engineering and long-horizon agent tasks. It supports text input and output with a 1M-token context window, and improves...

Questions this page answers

What does GLM 5.3 cost?

$0.840/M in, $2.64/M out in this catalogue, as of the fetch date on this page. That is the API row, not a subscription.

Does GLM 5.3 have an independent quality score?

GLM 5.3 has an LMArena score in this catalogue.

What beats GLM 5.3?

Nothing is both better and cheaper than GLM 5.3.

Does this page use Artificial Analysis scores for GLM 5.3?

No. Artificial Analysis figures are not published here. Quality on this page is LMArena Elo where a score exists; otherwise the row is unrated.

Is the cheapest GLM 5.3 endpoint the same product?

Headline cheapest is a lower precision. Like-for-like at the best declared precision is $0.561/M from Baidu.

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GLM 5.3 — Undominated.ai dominance verdict

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