MODEL PROOF

GLM 5.2

BETTER VALUE OPTION

A stored alternative has an equal-or-higher measured score and an equal-or-lower price.

$1.12 / 1M tokens Balanced · 3 tokens in per 1 out

Price under confirmation since 2026-10-12. Upstream lists another price for this model now, or other prices from its sellers. What is shown is the last we published; the new figures are published once a second day shows the same values. · Serving precision differs between offers.

GLM 5.3 · Δ score 1.4 points · 11% lower measured price · $1.00 / 1M tokens (Price under confirmation since Oct 12, 2026)

MiMo-V2.6-Pro is a further stored option with these losses: 944K → 131K max output

Independent LMArena score
1,470 ± 4.17 · 49,127 votes
Context window
1.05M
Maximum output
943.72K
Input modalities
text
Output modalities
text
Published input price
$0.309 / 1M tokens
Published output price
$3.55 / 1M tokens
Pricing kind
fixed

Inspect complete billing conditions and endpoint terms below.

Price from Morph: the cheapest offer that is serving, at standard delivery, with at least 90% of the reference context and at the maker’s precision or better, at its standard rate.

Price under confirmation since 2026-10-12 Upstream lists another price for this model now, or other prices from its sellers. What is shown is the last we published; the new figures are published once a second day shows the same values.

Cheaper right now: $0.872/M at DeepInfra — promotion 25% · 4-bit It does not pass the like-for-like test, so it never sets a rank.

Every price dimension · USD per million tokens
Input$0.309/M
Output$3.55/M
Cached input$0.137/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 $0.309/M from Morph.

33 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)
Relacerelace
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
99.94%
$0.152 $12.00 undeclared 99.95%
Waferwafer
Endpoint terms
Cached input /M
$0.180
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
99.75%
$0.190 $8.00 undeclared 99.47%
InferenceNetinference-net
Endpoint terms
Cached input /M
$0.100
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
99.32%
$0.200 $4.40 undeclared 99.42%
Morphmorph/fp8
Endpoint terms
Cached input /M
$0.137
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
99.77%
$0.309 $3.55 fp8 99.40%
DeepInfradeepinfra/fp4
Endpoint terms
Cached input /M
$0.105
Context limit
1,048,576 tokens
Output limit
163,840 tokens
Tools
Listed by endpoint
Reasoning
Listed by endpoint
Promotional discount
25% · already included in these rates
Uptime · last 30 minutes
99.22%
$0.563 $1.80 fp4 99.48%
Decartdecart/mxfp4
Endpoint terms
Cached input /M
$0.233
Context limit
1,048,576 tokens
Output limit
943,718 tokens
Tools
Listed by endpoint
Reasoning
Listed by endpoint
Promotional discount
7% · already included in these rates
Uptime · last 30 minutes
100.00%
$0.605 $3.72 mxfp4 99.98%
StreamLakestreamlake/fp8
Endpoint terms
Cached input /M
$0.119
Context limit
1,024,000 tokens
Output limit
128,000 tokens
Tools
Listed by endpoint
Reasoning
Listed by endpoint
Promotional discount
54.1% · already included in these rates
Uptime · last 30 minutes
99.75%
$0.643 $2.02 fp8 99.84%
Novitanovita/fp8
Endpoint terms
Cached input /M
$0.121
Context limit
1,048,576 tokens
Output limit
131,072 tokens
Tools
Listed by endpoint
Reasoning
Listed by endpoint
Promotional discount
53.6% · already included in these rates
Uptime · last 30 minutes
97.61%
$0.650 $2.04 fp8 99.77%
SiliconFlowsiliconflow/fp8
Endpoint terms
Cached input /M
$0.130
Context limit
1,048,576 tokens
Output limit
262,144 tokens
Tools
Listed by endpoint
Reasoning
Listed by endpoint
Promotional discount
50% · already included in these rates
Uptime · last 30 minutes
98.18%
$0.700 $2.20 fp8 99.05%
DigitalOceandigitalocean
Endpoint terms
Cached input /M
$0.105
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
99.61%
$0.700 $2.20 undeclared 99.69%
CoreWeavecoreweave/fp4
Endpoint terms
Cached input /M
$0.140
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%
$0.760 $2.42 fp4 99.96%
AtlasCloudatlas-cloud/fp8
Endpoint terms
Cached input /M
$0.174
Context limit
1,048,576 tokens
Output limit
131,072 tokens
Tools
Listed by endpoint
Reasoning
Listed by endpoint
Promotional discount
33% · already included in these rates
Uptime · last 30 minutes
98.48%
$0.938 $2.95 fp8 98.29%
Alibabaalibaba/fp8
Endpoint terms
Cached input /M
$0.193
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
98.33%
$0.966 $3.04 fp8 98.46%
Cloudflarecloudflare
Endpoint terms
Cached input /M
$0.260
Context limit
262,144 tokens
Output limit
235,929 tokens
Tools
Listed by endpoint
Reasoning
Listed by endpoint
Promotional discount
None reported
Uptime · last 30 minutes
100.00%
$1.18 $4.40 undeclared 99.89%
Phalaphala/fp8
Endpoint terms
Cached input /M
$0.220
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
99.86%
$1.26 $3.00 fp8 99.94%
Inceptroninceptron/fp4
Endpoint terms
Cached input /M
$0.250
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%
$1.39 $4.39 fp4 98.35%
BaseTenbaseten/fp8
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
99.68%
$1.40 $4.40 fp8 99.68%
Baidubaidu/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
99.98%
$1.40 $4.40 fp8 99.88%
BaseTenbaseten/fp8
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
99.50%
$1.40 $4.40 fp8 99.73%
Venicevenice/fp8
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
None reported
Uptime · last 30 minutes
98.82%
$1.40 $4.40 fp8 99.52%
GMICloudgmicloud/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
Unknown
$1.40 $4.40 fp8 99.10%
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
100.00%
$1.40 $4.40 fp8 99.85%
Nebiusnebius/fp4
Endpoint terms
Cached input /M
Unknown
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
$1.40 $4.40 fp4 70.81%
Parasailparasail/fp4
Endpoint terms
Cached input /M
$0.260
Context limit
262,144 tokens
Output limit
235,929 tokens
Tools
Listed by endpoint
Reasoning
Listed by endpoint
Promotional discount
None reported
Uptime · last 30 minutes
90.54%
$1.40 $4.40 fp4 96.51%
Mistralmistral/zdr
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
99.99%
$1.40 $4.40 nvfp4 99.96%
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
99.41%
$1.40 $4.40 undeclared 99.21%
Friendlifriendli
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
99.66%
$1.40 $4.40 undeclared 99.83%
Mistralmistral/eu
Endpoint terms
Cached input /M
$0.154
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
Unknown
$1.54 $4.84 undeclared 100.00%
BaseTenbaseten/fast
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
98.85%
$2.10 $6.60 fp8 99.49%
BaseTenbaseten/fast
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
99.38%
$2.10 $6.60 fp8 99.22%
Baidubaidu/fast
Endpoint terms
Cached input /M
$0.560
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
$2.25 $7.88 fp4 100.00%
Decartdecart/fast
Endpoint terms
Cached input /M
$0.480
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
99.98%
$2.25 $8.00 fp4 99.97%
Alibabaalibaba/fast
Endpoint terms
Cached input /M
$0.462
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
98.08%
$2.31 $7.26 fp8 98.96%

Independent scores

LMArena Elo1470max
LMArena rowglm-5.2-max

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

Best rankings by task

  • Agenticgamedev #10 1206
  • Full-stack apps #12 1241
  • Htmlslides #13 1175
  • Web apps #16 1222
  • Data visualisation #17 1285
  • Python pptxslides #17 1195
  • Native Android apps #18 1184
  • UI components #20 1296

Per-task Elo and rank from Design Arena, via OpenRouter’s model feed. The rank is the feed’s, and it counts models OpenRouter does not list.

Capability

Context window1M
Max output943K
Input modestext
Tool useyes
Reasoningoptional
Open weightsyes

Provenance

Price sourcePublished record of 2026-10-06, under confirmation since 2026-10-12
Fetched2026-10-21
HeldPrice and provider offers kept at the published record of 2026-10-06 until a second day confirms the newer upstream value, or after 3 days until one day’s two readings agree.
Quality dataverified
Cross-checkedvendor page

GLM 5.2 is a large-scale reasoning model from Z.ai. It supports text input and output with a 1M-token context window, and is suited for long-horizon agent workflows, project-level software engineering,...

Questions this page answers

What does GLM 5.2 cost?

$0.309/M in, $3.55/M out: the published record of 2026-10-06, under confirmation since 2026-10-12. That is the API row, not a subscription.

Does GLM 5.2 have an independent quality score?

GLM 5.2 has an LMArena score in this catalogue.

What beats GLM 5.2?

GLM 5.3 has an equal-or-higher measured score and an equal-or-lower price.

Does this page use Artificial Analysis scores for GLM 5.2?

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 5.2 endpoint the same product?

Headline cheapest is a lower precision. Like-for-like at the best declared precision is $0.309/M from Morph.

MODEL MONUMENT

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GLM 5.2 — Undominated.ai dominance verdict

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